task_name,pct
accept commissions to create music for special occasions.,0.0020541557625231607
act as advisers to student organizations.,0.004827266041929427
act as an advocate for farmers or farmers' groups.,0.0016433246100185286
act as an intermediary in negotiations between buyers and sellers over property prices and settlement details and during the closing of sales.,0.004724558253803269
"act as an intermediary in negotiations between buyers and sellers, generally representing one or the other.",0.007086837380704904
act as liaisons between on-site managers or tenants and owners.,0.002773110279406267
adapt instructional content or delivery methods for different levels or types of learners.,0.2042857905829283
adapt or design computer hardware or software for medical science uses.,0.0038001881606678474
adapt software and accompanying technical documents to another language and culture.,0.003697480372541689
adapt teaching methods and instructional materials to meet students' varying needs and interests.,0.12941181303895913
adapt text to accommodate musical requirements of composers and singers.,0.011811395634508174
adapt the quantity of ingredients to match the amount of items to be baked.,0.0031839414319108986
"adapt translations to students' cognitive and grade levels, collaborating with educational team members as necessary.",0.029271719615955035
"address employee relations issues, such as harassment allegations, work complaints, or other employee concerns.",0.0017460323981446867
"address legal issues, such as child abuse and discipline, assisting with hearings and providing testimony to inform custody arrangements.",0.0023622791269016347
"address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.",0.22790858185194468
"adjust controls to regulate temperature, pressure, feed, or flow of liquids or gases and times of prescribed reactions, according to knowledge of equipment and processes.",0.002156863550649319
"adjust digital files to alter print elements, such as fonts, graphics, or color separations.",0.005546220558812534
adjust sales scripts to better target the needs and interests of specific individuals.,0.004827266041929427
"adjust, maintain, or repair laboratory equipment such as microscopes.",0.0016433246100185286
"adjust, repair, or replace malfunctioning components or assemblies, using hand tools or soldering irons.",0.004108311525046321
administer document and system access rights and revision control to ensure security of system and integrity of master documents.,0.008935577566975748
"administer highway planning, construction, or maintenance.",0.0034920647962893734
administer online purchasing systems.,0.006367882863821797
administer standardized ability and achievement tests and interpret results to determine students' strengths and areas of need.,0.004211019313172479
"administer treatments or therapies, such as homeopathy, hydrotherapy, oriental or ayurvedic medicine, electrotherapy and diathermy, using physical agents including air, heat, cold, water, sound, or ultraviolet light to catalyze the body to heal itself.",0.013557428032652861
"administer, dispense, or prescribe natural medicines such as food or botanical extracts, herbs, dietary supplements, vitamins, nutraceuticals, and amino acids.",0.019206356379591553
"administer, proctor, or score academic or diagnostic assessments.",0.04621850465677112
"advise animal owners regarding sanitary measures, feeding, general care, medical conditions, or treatment options.",0.03019608970909046
"advise attorneys, juries, litigants, and court personnel regarding conduct, issues, and proceedings.",0.0023622791269016347
"advise business or other groups on local, national, or international factors affecting the buying or selling of products or services.",0.01509804485454523
"advise client on interior design factors such as space planning, layout and use of furnishings or equipment, and color coordination.",0.009757239871985013
advise clients about proper clothing and shoes.,0.002464986915027793
"advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations.",0.009449116507606539
advise clients on financial and legal matters such as investments and taxes.,0.035126063539146046
advise clients on how they could be helped by counseling.,0.025779654819665664
"advise clients on market conditions, prices, mortgages, legal requirements and related matters.",0.03769375824229999
advise clients on nail care and use of products and colors.,0.0026704024912801087
"advise clients or community groups on issues related to improving general health, such as diet or exercise.",0.003286649220037057
"advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management.",0.00883286977884959
advise corporations on issues involving corporate image projects or problems.,0.009038285355101906
advise customer about or perform maintenance of software system.,0.005340804982560217
"advise customers concerning equipment operation, maintenance, or programming.",0.002567694703153951
advise customers of necessary actions and strategies for debt repayment.,0.006162467287569483
advise customers on plant selection or care.,0.0022595713387754766
advise customers on product usage to improve production.,0.0016433246100185286
advise customers on use and care of merchandise.,0.0038001881606678474
advise farm groups or growers on land preparation or livestock care techniques that will maximize the quantity and quality of production.,0.0016433246100185286
"advise farmers and demonstrate techniques in areas such as feeding and health maintenance of livestock, growing and harvesting practices, and financial planning.",0.004211019313172479
advise farmers or growers of development programs or new equipment or techniques to aid in quality production.,0.01407096697328365
"advise food service managers and organizations on sanitation, safety procedures, menu development, budgeting, and planning to assist with the establishment, operation, and evaluation of food service facilities and nutrition programs.",0.0019514479743970028
advise internal management or business partners on the implementation or operation of compliance programs.,0.004005603736920163
"advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.",0.0016433246100185286
"advise management concerning personnel, managerial, and marketing policies and practices and their potential effects on organizational effectiveness and efficiency.",0.022184882235250135
advise management on matters related to the administration of contracts or employee discipline or grievance procedures.,0.002156863550649319
"advise management on organizing, preparing, or implementing recruiting or retention programs.",0.0019514479743970028
"advise management on short-term and long-term financial objectives, policies, and actions.",0.002875818067532425
"advise management on such matters as equal employment opportunity, sexual harassment and discrimination.",0.002875818067532425
"advise management regarding customer satisfaction, product performance, or suggestions for product improvements.",0.009140993143228065
"advise managers and employees on state and federal employment regulations, collective agreements, benefit and compensation policies, personnel procedures and classification programs.",0.0035947725844155307
"advise managers on organizational policy matters such as equal employment opportunity and sexual harassment, and recommend needed changes.",0.005854343923191008
advise or assist in obtaining patents or meeting other legal requirements.,0.016741369464563758
advise or consult with individuals and institutions regarding issues such as the historical authenticity of materials or the customs of a specific historical period.,0.06809526352764278
"advise or instruct patients regarding preventive dental care, the causes and treatment of dental problems, or oral health care services.",0.03019608970909046
advise participants in use of heat or ultraviolet treatments and hot baths.,0.003697480372541689
advise patients about recommended courses of treatment.,0.0017460323981446867
advise patients about therapeutic exercise and nutritional medicine regimens.,0.004827266041929427
"advise patients and community members concerning diet, activity, hygiene, and disease prevention.",0.009346408719480382
"advise patients and their families on nutritional principles, dietary plans and diet modifications, and food selection and preparation.",0.11000004108311526
"advise patients, parents or guardians, and community members concerning diet, activity, hygiene, and disease prevention.",0.0022595713387754766
"advise personnel about traffic problems, such as construction areas, accidents, congestion, weather conditions, or other hazards.",0.002978525855658583
"advise planning officials on project feasibility, cost-effectiveness, regulatory conformance, or possible alternatives.",0.013146596880148229
advise producers about improved products and techniques that could enhance their animal production efforts.,0.004724558253803269
"advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues.",0.007497668533209536
advise students on academic and vocational curricula and on career issues.,0.024239037997773293
"advise students on academic and vocational curricula, and on career issues.",0.009038285355101906
"advise students on academic and vocational curricula, career issues, and laboratory and field research.",0.002567694703153951
"advise students on internships, prospective employers, and job placement services.",0.004005603736920163
"advise students on issues such as course selection, progress toward graduation, and career decisions.",0.0030812336437847413
advocate for accessible health care that minimizes environmental health risks.,0.0034920647962893734
"advocate for patients' and families' needs, or provide emotional support for patients and their families.",0.0018487401862708444
"advocate for sustainability to community groups, government agencies, the general public, or special interest groups.",0.0023622791269016347
"align, adjust, or calibrate equipment according to specifications.",0.012427642363265122
"allocate print space for story text, photos, and illustrations according to space parameters and copy significance, using knowledge of layout principles.",0.011297856693877383
"analyze a script, noting events that affect each character's appearance, so that plans can be made for each scene.",0.012530350151391279
analyze all aspects of corporate logistics to determine the most cost-effective or efficient means of transporting products or supplies.,0.010681609965120435
"analyze and characterize user experiences and institutional settings to assist consumer product developers, technology developers, and software engineers with the design of innovative products and services.",0.006984129592578747
analyze and classify risks and investments to determine their potential impacts on companies.,0.03676938814916457
"analyze and distill climate-related research findings to inform legislators, regulatory agencies, or other stakeholders.",0.005546220558812534
analyze and evaluate patient data or test findings to diagnose nature or extent of mental disorder.,0.004621850465677112
analyze and evaluate robotic systems or prototypes.,0.006265175075695639
"analyze and evaluate security operations to identify risks or opportunities for improvement through auditing, review, or assessment.",0.040466868521706265
"analyze and implement engineering designs for producing electronic devices and systems and microprocessor-based control applications, applying principles of mathematics, digital signal processing, network analysis, and computer engineering.",0.0015406168218923706
analyze and interpret data to increase the understanding of human social behavior.,0.040980407462337054
analyze and interpret news and information received from various sources to broadcast the information.,0.0026704024912801087
"analyze and interpret patient, nursing, or information systems data to improve nursing services.",0.012324934575138965
"analyze and interpret patients' histories, symptoms, physical findings, or diagnostic information to develop appropriate diagnoses.",0.053099926461223704
"analyze and interpret results from tests such as microbial or parasite tests, urine analyses, hormonal assays, fine needle aspirations (fnas), and polymerase chain reactions (pcrs).",0.03872083612356158
analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.,0.007189545168831061
"analyze and recommend chemical, biological, or other wastewater treatment methods to prepare water for industrial or domestic use.",0.004827266041929427
analyze and record personnel or operational data and write related activity reports.,0.0016433246100185286
"analyze and record test data to issue reports that use charts, graphs, or narratives.",0.09428574949981308
analyze and report computer network security breaches or attempted breaches.,0.05248367973246675
analyze available data and consult with other scientists to determine parameters of experimentation and suitability of analytical models.,0.022698421175880924
"analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.",0.0016433246100185286
"analyze building codes, by-laws, space and site requirements, and other technical documents and reports to determine their effect on architectural designs.",0.0016433246100185286
"analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.",0.06593839997699345
analyze changes designed to improve the environmental performance of complex systems to avoid unintended negative consequences.,0.008730161990723432
analyze characteristics of animals to identify and classify them.,0.03153129095473051
"analyze chromosomes found in biological specimens to aid diagnoses and treatments for genetic diseases such as congenital birth defects, fertility problems, and hematological disorders.",0.0030812336437847413
analyze clinical data using appropriate statistical tools.,0.01776844734582534
"analyze clinical or survey data using statistical approaches such as longitudinal analysis, mixed effect modeling, logistic regression analyses, and model building techniques.",0.005546220558812534
"analyze compensation policies, government regulations, and prevailing wage rates to develop competitive compensation plan.",0.006265175075695639
"analyze competitive market strategies through analysis of related product, market, or share trends.",0.01725490840519455
analyze completed police reports to determine what additional information and investigative work is needed.,0.002567694703153951
"analyze complex systems to determine potential for further development, production, interoperability, compatibility, or usefulness in a particular area, such as aviation.",0.011195148905751224
"analyze computer and information technologies to determine applicability to nursing practice, education, administration and research.",0.008011207473840326
"analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure.",0.019925310896474657
analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,0.004211019313172479
"analyze data from surveys, old records, or case studies, using statistical software.",0.10578902176994276
"analyze data such as interview notes, test results, and reference manuals to identify symptoms and to diagnose the nature of clients' problems.",0.028860888463450408
analyze data to assess distance learning program status or to inform decisions for distance learning programs.,0.03759105045417384
analyze data to determine answers to questions from customers or members of the public.,0.0722035750526891
analyze data to determine feasibility of product proposals.,0.0031839414319108986
analyze data to determine the effectiveness of specific treatments or therapy approaches.,0.018076570710203813
analyze data to determine the effectiveness of treatments or therapy approaches.,0.015919707159554496
"analyze data to determine validity, quality, and scientific significance and to interpret correlations between human activities and environmental effects.",0.007497668533209536
"analyze data, using statistical methods and applications, to evaluate the outcomes and effectiveness of workplace programs.",0.0022595713387754766
analyze details of sales territories to assess their growth potential and to set quotas.,0.0019514479743970028
"analyze determinants responsible for specific inherited traits, and devise methods for altering traits or producing new traits.",0.0030812336437847413
analyze developments in specific field to determine need for revisions in previously published materials and development of new material.,0.2535855288834842
"analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.",0.004827266041929427
analyze employment-related data and prepare required reports.,0.0015406168218923706
analyze energy bills including utility rates or tariffs to gather historical energy usage data.,0.0019514479743970028
analyze equipment performance records to assess equipment functioning.,0.009859947660111171
analyze equipment performance records to determine the need for repair or replacement.,0.006984129592578747
analyze existing development or manufacturing procedures and suggest improvements.,0.004211019313172479
"analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.",0.017460323981446865
analyze experimental data and interpret results to write reports and summaries of findings.,0.13629323484341171
"analyze factors such as weather reports, fuel requirements, or maps to determine air routes.",0.0018487401862708444
analyze financial activities of establishments or departments and provide input into budget planning and preparation processes.,0.022595713387754766
"analyze financial data such as income growth, quality of management, and market share to determine expected profitability of loans.",0.002875818067532425
"analyze financial data to detect irregularities in areas such as billing trends, financial relationships, and regulatory compliance procedures.",0.002773110279406267
analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,0.04221290091985095
analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies.,0.06491132209573187
analyze genetic information to identify patients or families at risk for specific disorders or syndromes.,0.002773110279406267
"analyze geographic distributions of physical and cultural phenomena on local, regional, continental, or global scales.",0.004313727101298638
"analyze geographic information systems (gis) data to identify spatial relationships or display results of analyses, using maps, graphs, or tabular data.",0.004621850465677112
analyze green product marketing or sales trends to forecast future conditions.,0.0026704024912801087
"analyze historical climate information, such as precipitation or temperature records, to help predict future weather or climate trends.",0.0017460323981446867
analyze information from traffic counting programs.,0.008422038626344958
analyze information gathered by investigation and report findings and recommendations.,0.010168071024489645
analyze information obtained from management to conceptualize and define operational problems.,0.02290383675213324
"analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling and information engineering.",0.03502335575101989
"analyze information to determine, recommend, and plan computer specifications and layouts, and peripheral equipment modifications.",0.11020545665936757
"analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.",0.018898233015213078
"analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.",0.5994026515042583
"analyze job requirements and content to establish criteria for classification, selection, training, and other related personnel functions.",0.0016433246100185286
analyze laboratory findings to check the accuracy of the results.,0.018076570710203813
"analyze large molecular datasets such as raw microarray data, genomic sequence data, and proteomics data for clinical or basic research purposes.",0.047450998114285006
"analyze logistics data, using methods such as data mining, data modeling, or cost or benefit analysis.",0.003286649220037057
analyze market conditions to determine optimum times to execute securities transactions.,0.019617187532096184
"analyze menus or recipes, standardize recipes, or test new products.",0.004519142677550953
analyze monthly department budgeting and accounting reports to maintain expenditure controls.,0.0017460323981446867
"analyze network data to determine network usage, disk space availability, or server function.",0.014687213702040599
analyze new medical procedures to forecast likely outcomes.,0.0018487401862708444
"analyze operations to evaluate performance of a company or its staff in meeting objectives or to determine areas of potential cost reduction, program improvement, or policy change.",0.048580783783672754
analyze or evaluate dental needs to determine changes or trends in patterns of dental disease.,0.0020541557625231607
"analyze or interpret logistics data involving customer service, forecasting, procurement, manufacturing, inventory, transportation, or warehousing.",0.004621850465677112
"analyze or manipulate bioinformatics data using software packages, statistical applications, or data mining techniques.",0.02136321993024087
analyze or synthesize client data to draw conclusions or make recommendations for art therapy.,0.0033893570081632153
analyze or synthesize client data to draw conclusions or make recommendations for therapy.,0.014892629278292916
"analyze organic or inorganic compounds to determine chemical or physical properties, composition, structure, relationships, or reactions, using chromatography, spectroscopy, or spectrophotometry techniques.",0.2628292298148384
"analyze organizational, occupational, and industrial data to facilitate organizational functions and provide technical information to business, industry, and government.",0.24177413324897598
"analyze originals to evaluate color density, gradation highlights, middle tones, and shadows, using densitometers and knowledge of light and color.",0.006265175075695639
"analyze patient's medical history, medication allergies, physical condition, and examination results to verify operation's necessity and to determine best procedure.",0.002156863550649319
analyze patrons' hair and other physical features to determine and recommend beauty treatment or suggest hair styles.,0.002156863550649319
analyze patrons' requests to determine needed information and assist in furnishing or locating that information.,0.2701214827717956
"analyze performance data to determine effectiveness of instructional systems, courses, or instructional materials.",0.045602257928014166
analyze physical findings and medical histories to make diagnoses according to oriental medicine traditions.,0.006778714016326431
analyze potential loan markets and develop referral networks to locate prospects for loans.,0.005135389406307902
analyze potential loan markets to find opportunities to promote loans and financial services.,0.005340804982560217
analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions.,0.0016433246100185286
"analyze price proposals, financial reports, and other data and information to determine reasonable prices.",0.008524746414471117
analyze problems and take appropriate action to ensure continuous and reliable operation of equipment and systems.,0.0017460323981446867
analyze problems to develop solutions involving computer hardware and software.,0.12273580681075884
analyze product complaints and make recommendations regarding their reportability.,0.002875818067532425
"analyze recipes to assign prices to menu items, based on food, labor, and overhead costs.",0.0017460323981446867
"analyze records, reports, test results, or examination information to diagnose medical condition of patient.",0.02464986915027793
"analyze regional energy markets, including energy pricing, market structures, energy generation competition, and energy transmission constraints.",0.005443512770686376
"analyze research data to determine its significance, using computers.",0.07127920495955367
analyze samples of biological material for chemical content or reaction.,0.0033893570081632153
"analyze samples, such as air or water samples, for contaminants or other elements.",0.0018487401862708444
analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,0.006881421804452588
analyze survey objectives and specifications to prepare survey proposals or to direct others in survey proposal preparation.,0.013146596880148229
analyze system performance or operational requirements.,0.06758172458701198
analyze target companies or investment opportunities to inform investment decisions.,0.08031749031465558
analyze technology trends to identify markets for future product development or to improve sales of existing products.,0.0023622791269016347
"analyze test data for automotive systems, subsystems, or component parts.",0.006162467287569483
"analyze test data, making computations as necessary, to determine test results.",0.1500560784523169
analyze test results and develop a treatment plan.,0.008011207473840326
"analyze test results, machine error messages, or information obtained from operators to diagnose equipment problems.",0.0039028959487940056
analyze the effectiveness of marketing tactics or channels.,0.04067228409795858
"analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.",0.017152200617068392
"analyze the financial impact of proposed logistics changes, such as routing, shipping modes, product volumes or mixes, or carriers.",0.003697480372541689
"analyze the indications, contraindications, risk complications, and cost-benefit tradeoffs of therapeutic interventions.",0.011400564482003541
"analyze the layout, instrumentation, or function of electrical generation or transmission facilities.",0.027628395005936512
"analyze the probable outcomes of cases, using knowledge of legal precedents.",0.01407096697328365
"analyze training needs to design employee development, language training and health and safety programs.",0.0038001881606678474
analyze training needs to develop new training programs or modify and improve existing programs.,0.00729225295695722
"analyze trends in sales prices, construction costs, and rents, to assess property values or determine the accuracy of assessments.",0.005957051711317166
analyze user needs and recommend appropriate hardware.,0.0018487401862708444
analyze user needs and software requirements to determine feasibility of design within time and cost constraints.,0.3365734216894199
analyze user needs to determine technical requirements.,0.0016433246100185286
analyze x-rays to locate the sources of patients' difficulties and to rule out fractures or diseases as sources of problems.,0.0020541557625231607
"analyze, estimate, or report production costs.",0.0034920647962893734
"analyze, fabricate, or test fiber-optic links.",0.0019514479743970028
"analyze, interpret, or create graphical representations of energy data, using engineering software.",0.13393095571651006
"analyze, interpret, or disseminate system performance data.",0.06634923112949809
"announce musical selections, station breaks, commercials, or public service information, and accept requests from listening audience.",0.0031839414319108986
answer applicants' questions about benefits and claim procedures.,0.008113915261966484
answer clients' questions about the purposes and details of financial plans and strategies.,0.0724089906289414
"answer clients' questions regarding construction work, financing, maintenance, repairs, and appraisals.",0.011195148905751224
"answer customer inquiries or explain cost, availability, policies, and procedures of facilities.",0.015611583795176022
"answer customer questions related to energy sales procedures, energy markets, or alternative energy sources.",0.0016433246100185286
answer customers' questions about merchandise and advise customers on merchandise selection.,0.004519142677550953
"answer customers' questions about products, prices, availability, or credit terms.",0.04591038129239264
"answer customers' questions about products, prices, availability, product uses, and credit terms.",0.09223159373728991
"answer customers' questions, and explain available services such as deposit accounts, bonds, and securities.",0.0016433246100185286
"answer customers' questions, and provide information on procedures or policies.",0.15375355882485858
"answer inquiries from current or prospective customers regarding methods, materials, or price ranges.",0.07004671150203978
"answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.",0.006778714016326431
answer inquiries from the public concerning animal control operations.,0.005032681618181743
"answer inquiries pertaining to hotel policies and services, and resolve occupants' complaints.",0.0022595713387754766
"answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment.",0.007497668533209536
"answer inquiries regarding information such as schedules, accommodations, procedures, and policies.",0.04652662802114959
"answer passengers' questions about flights, aircraft, weather, travel routes and services, arrival times, or schedules.",0.005032681618181743
answer questions about product features and benefits.,0.011811395634508174
answer questions about records or files.,0.07436043860333841
answer questions and provide future tax planning to clients.,0.007394960745083378
"answer questions from passengers concerning train rules, stations, and timetable information.",0.004108311525046321
answer questions from taxpayers and assist them in completing tax forms.,0.005957051711317166
answer questions from the public and media.,0.011092441117625067
"answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.",0.011195148905751224
"answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information.",0.008730161990723432
"answer questions regarding mail regulations and procedures, postage rates, and post office boxes.",0.0020541557625231607
answer questions regarding the store and its merchandise.,0.05073764733432207
"answer telephone calls to take messages, answer questions, and provide information during non-business hours or when switchboard is closed.",0.002875818067532425
answer telephones and direct calls to appropriate staff.,0.009551824295732696
"answer telephones and give information to callers, take messages, or transfer calls to appropriate individuals.",0.012941181303895911
"answer telephones, and route calls or deliver messages.",0.014481798125788283
"answer telephones, direct calls, and take messages.",0.025985070395917978
"answer telephones, responding to questions or requests.",0.009346408719480382
answer user inquiries regarding computer software or hardware operation to resolve problems.,0.014892629278292916
"apply analytic methods or tools to understand, predict, or control logistics operations or processes.",0.0016433246100185286
"apply caulk, sealants, or other agents to installed surfaces.",0.002156863550649319
"apply elements of music theory to create musical and tonal structures, including harmonies and melodies.",0.005032681618181743
apply finger and hand pressure to specific points of the body.,0.004621850465677112
"apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",0.053408049825602176
"apply meteorological knowledge to issues such as global warming, pollution control, or ozone depletion.",0.003286649220037057
"apply modeling or quantitative analysis to forecast events, such as human decisions or behaviors, the structure or processes of organizations, or the attitudes or actions of human groups.",0.003286649220037057
"apply nanotechnology to improve the performance or reduce the environmental impact of energy products, such as fuel cells or solar cells.",0.008524746414471117
"apply relevant laws, regulations, policies, or precedents to reach conclusions.",0.009243700931354223
apply research or simulation results to extend biological theory or recommend new research projects.,0.002156863550649319
apply selected research findings to practice.,0.006367882863821797
"apply standardized mathematical formulas, principles, and methodology to the solution of technological problems involving engineering or physical science.",0.0016433246100185286
"apply story development, directing, cinematography, and editing to animation to create storyboards that show the flow of the animation and map out key scenes and characters.",0.006470590651947956
"apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.",0.0033893570081632153
"appraise property values, assessing income potential when relevant.",0.009449116507606539
"approve, prepare, monitor, and adjust operational budgets.",0.002156863550649319
"arrange and mount typeset material and illustrations into paste-ups for printing reproduction, based on artists' or editors' layouts.",0.005648928346938691
"arrange conference, meeting, or travel reservations for office personnel.",0.0016433246100185286
"arrange financing of deals from sources such as financial institutions, agencies, or public or private companies.",0.002156863550649319
arrange for advertising or posting of job vacancies and notify eligible workers of position availability.,0.009551824295732696
arrange for financing of property purchases.,0.003697480372541689
"arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies.",0.0022595713387754766
"arrange tours, taxis, or restaurant reservations for customers.",0.0019514479743970028
"ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency.",0.03841271275918311
ask questions that will help clients identify their feelings and behaviors.,0.016433246100185286
"assemble and compile documents for loan closings, such as title abstracts, insurance forms, loan forms, and tax receipts.",0.012633057939517437
"assemble, maintain, or distribute information for library or record systems.",0.007189545168831061
"assemble, operate, or maintain field or laboratory testing, measuring, or mechanical equipment.",0.0033893570081632153
"assemble, test, or maintain circuitry or electronic components, according to engineering instructions, technical manuals, or knowledge of electronics, using hand or power tools.",0.0016433246100185286
"assemble, typeset, scan and produce digital camera-ready art or film negatives and printer's proofs.",0.013146596880148229
assess cardiac physiology and calculate valve areas from blood flow velocity measurements.,0.0022595713387754766
"assess clients' overall financial situation by reviewing income, assets, debts, expenses, credit reports, or other financial information.",0.00575163613506485
"assess cost effectiveness of products, projects or services, tracking actual costs relative to bids as the project develops.",0.005648928346938691
"assess current or future customer needs and priorities through communicating directly with customers, conducting surveys, or other methods.",0.004211019313172479
"assess effectiveness and efficiency of instruction according to ease of instructional technology use and student learning, knowledge transfer, and satisfaction.",0.0022595713387754766
"assess electrical components for consumer electronics applications, such as fuel cells for consumer electronic devices, power saving devices for computers or televisions, or energy efficient power chargers.",0.0015406168218923706
"assess nutritional needs of patients, plan special menus, supervise the assembly of regular and special diet trays, and oversee the delivery of food trolleys to hospital patients.",0.0015406168218923706
"assess nutritional needs, diet restrictions and current health plans to develop and implement dietary-care plans and provide nutritional counseling.",0.025060700302782558
assess patients for risk of suicide attempts.,0.007703084109461853
"assess project feasibility by analyzing technology, resource needs, and market demand.",0.003286649220037057
assess risks to mitigate potential consequences of incidents and develop a plan to respond to incidents.,0.028347349522819615
assess students' dancing abilities to determine where improvement or change is needed.,0.002464986915027793
"assess the costs and benefits of various activities, policies, or regulations that affect the environment or natural resource stocks.",0.0018487401862708444
"assess the identity, strength, or purity of medications.",0.04118582303858937
assess the nature and level of threats so that the scope of the problem can be determined.,0.008011207473840326
assess the usefulness of pre-developed application packages and adapt them to a user environment.,0.09182076258478528
assist clients in obtaining insurance reimbursements.,0.0022595713387754766
assist customers by providing information and resolving their complaints.,0.008524746414471117
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"assist in delivery, care, or feeding of infants.",0.002156863550649319
assist in laying out material for publication.,0.011605980058255857
assist in locating housing for displaced individuals.,0.00523809719443406
"assist in planning food budgets, using charts or sample budgets.",0.0019514479743970028
assist in selection of financial award candidates using electronic databases to certify loan eligibility.,0.01304388909202207
assist in setting up or optimizing analytics tools for tracking visitors' behaviors.,0.0023622791269016347
"assist in the assessment, acquisition, or deployment of new electronic document management systems.",0.014892629278292916
assist individuals in filling out applications or questionnaires.,0.0017460323981446867
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assist patients in organizing their health care system activities.,0.002773110279406267
assist scientists or engineers in the conduct of photonic experiments.,0.005648928346938691
assist students who need extra help with their coursework outside of class.,0.620663163646373
"attend book launches and publicity events, or conduct public readings.",0.0034920647962893734
attend investment briefings or consult financial media to stay abreast of relevant investment markets.,0.0018487401862708444
attend or make presentations at community events to promote funeral home services or build community relationships.,0.002464986915027793
attend or view productions to maintain knowledge of available actors.,0.004929973830055586
"attend to the needs of the bereaved, such as by offering comfort, counseling, or after care programs.",0.006367882863821797
authenticate and appraise historical documents and archival materials.,0.004005603736920163
"author or publish professional articles, internal documents, and instructional materials.",0.012838473515769755
authorize payment of invoices or return of merchandise.,0.0023622791269016347
back up files from web sites to local directories for instant recovery in case of problems.,0.002156863550649319
back up network data.,0.003697480372541689
"bake, roast, broil, and steam meats, fish, vegetables, and other foods.",0.01571429158330218
"become familiar with digging plans, machine capabilities and limitations, and with efficient and safe digging procedures in a given application.",0.0017460323981446867
"break systems into their component parts, assign numerical values to each component, and examine the mathematical relationships between them.",0.09931843111799482
broadcast weather reports and warnings.,0.004211019313172479
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build and update digital databases.,0.004724558253803269
build or assemble robotic devices or systems.,0.0016433246100185286
"build, calibrate, maintain, troubleshoot, or repair electrical instruments or testing equipment.",0.011195148905751224
"buy or sell stocks, bonds, commodity futures, foreign currencies, or other securities on behalf of investment dealers.",0.002978525855658583
calculate amount of debt and funds available to plan methods of payoff and to estimate time for debt liquidation.,0.02516340809090872
"calculate amounts of required materials and estimate costs, based on surface measurements or work orders.",0.002567694703153951
"calculate and prepare checks for utilities, taxes, and other payments.",0.0034920647962893734
"calculate and quote rates for tours, stocks, insurance policies, or other products or services.",0.022082174447123976
"calculate costs of materials, overhead, and other expenses, based on estimates, quotations and price lists.",0.016535953888311444
"calculate costs of orders, and charge or forward invoices to appropriate accounts.",0.002567694703153951
calculate costs or savings for water- or energy-efficient appliances or systems.,0.004313727101298638
"calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.",0.0281419339465673
"calculate dimensions, square footage, profile and component specifications, and material quantities using calculator or computer.",0.0020541557625231607
"calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.",0.01879552522708692
calculate load estimates or equipment requirements to determine required control settings.,0.0026704024912801087
calculate material requirements or yields according to formulas.,0.0018487401862708444
"calculate orbits and determine sizes, shapes, brightness, and motions of different celestial bodies.",0.02033614204897929
calculate potential energy savings by comparing estimated energy consumption of proposed design to baseline standards.,0.004313727101298638
"calculate potential solar resources or solar array production for a particular site considering issues such as climate, shading, and roof orientation.",0.002464986915027793
"calculate premiums, refunds, commissions, adjustments, and new reserve requirements, using insurance rate standards.",0.0019514479743970028
calculate required capacities for equipment of proposed system to obtain specified performance and submit data to engineering personnel for approval.,0.005135389406307902
"calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.",0.0015406168218923706
"calculate test result values, using standard formulas.",0.027320271641558036
"calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.",0.0019514479743970028
"calculate, review, and correct errors on interest, principal, payment, and closing costs, using computers or calculators.",0.008730161990723432
calibrate data collection equipment.,0.008730161990723432
"calibrate liquid flow devices or meters, including fuel, chemical, and water meters.",0.0018487401862708444
"calibrate or adjust equipment to ensure quality production, using tools such as calipers, micrometers, height gauges, protractors, or ring gauges.",0.0022595713387754766
calibrate testing instruments and installed or repaired equipment to prescribed specifications.,0.004005603736920163
calibrate testing instruments.,0.014995337066419073
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"care for children or elderly persons by overseeing their activities, providing companionship, and assisting them with dressing, bathing, eating, and other needs.",0.006573298440074114
change dressings on wounds.,0.0020541557625231607
"change processes such as drying, grading, storing, or shipping to improve efficiency or profitability.",0.002156863550649319
"check all layers of maps to ensure accuracy, identifying and marking errors and making corrections.",0.002773110279406267
check and analyze operating system or application logfiles regularly to verify proper system performance.,0.0017460323981446867
"check completed work for spelling, grammar, punctuation, and format.",0.05032681618181744
"check computations of interest accrued, premiums due, and settlement surrender on loan values.",0.0017460323981446867
"check data input or verify totals on forms prepared by others to detect errors in arithmetic, data entry, or procedures.",0.002156863550649319
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check identification of customers to verify age requirements for purchase of alcohol.,0.0018487401862708444
check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group.,0.003697480372541689
"check original texts or confer with authors to ensure that translations retain the content, meaning, and feeling of the original material.",0.014687213702040599
"check reference materials, such as books, news files, or public records, to obtain relevant facts.",0.00523809719443406
check the quality of raw or cooked food products to ensure that standards are met.,0.0033893570081632153
check translations of technical terms and terminology to ensure that they are accurate and remain consistent throughout translation revisions.,0.008113915261966484
"choose subject matter and suitable form to express personal feelings and experiences or ideas, or to narrate stories or events.",0.021157804353988553
classify and catalog items according to content and purpose.,0.005957051711317166
"classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.",0.022184882235250135
clean and disinfect domestic basements and other areas flooded by sewer stoppages.,0.003697480372541689
"clean, cut, and cook meat, fish, or poultry.",0.0018487401862708444
coach client representatives in effective communication with the public or with employees.,0.0034920647962893734
coach senior executives and managers on leadership and performance.,0.0034920647962893734
"code, classify, and catalog books, publications, films, audio-visual aids, and other library materials based on subject matter or standard library classification systems.",0.002464986915027793
"code, evaluate, or interpret collected study data.",0.027833810582188825
collaborate in research studies.,0.005443512770686376
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collaborate with artists to achieve appropriate visual style.,0.02290383675213324
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collaborate with colleagues and community agencies to address teaching and research issues.,0.0015406168218923706
collaborate with colleagues to address teaching and research issues.,0.010989733329498909
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collaborate with computer manufacturers and other users to develop new programming methods.,0.003286649220037057
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collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.,0.04118582303858937
collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions.,0.002978525855658583
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"collaborate with graphic artists, editors and writers to produce master copies according to design specifications.",0.018898233015213078
"collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.",0.005648928346938691
collaborate with management or users to develop e-commerce strategies and to integrate these strategies with web sites.,0.038926251699813896
collaborate with other astronomers to carry out research projects.,0.004827266041929427
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collaborate with other health care professionals to develop and revise treatment plans based on identified needs and assessment data.,0.0017460323981446867
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collaborate with other ministry members to establish goals and objectives for religious education programs or to develop ways to encourage program participation.,0.0022595713387754766
"collaborate with other personnel to plan and develop recipes or menus, taking into account such factors as seasonal availability of ingredients or the likely number of customers.",0.0026704024912801087
collaborate with other professionals to evaluate patients' medical or physical condition and to assess client needs.,0.002156863550649319
"collaborate with other professionals, such as restorative dentists and orthodontists, to plan treatment.",0.0015406168218923706
"collaborate with other researchers in the planning, implementation, and evaluation of surveys.",0.0033893570081632153
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"collaborate with other staff to assist in the development and implementation of goals, objectives, policies, or priorities.",0.009551824295732696
"collaborate with other teachers and administrators in the development, evaluation, and revision of kindergarten programs.",0.002875818067532425
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collaborate with other teachers and professionals in the development of instructional programs.,0.002875818067532425
"collaborate with other teachers or administrators to develop, evaluate, or revise preschool programs.",0.0018487401862708444
collaborate with other writers on specific projects.,0.0022595713387754766
collaborate with others in the organization to ensure successful implementation of chosen problem solutions.,0.008011207473840326
collaborate with others to design or implement interdisciplinary treatment programs.,0.005135389406307902
collaborate with producers to diagnose and prevent management and production problems.,0.0016433246100185286
collaborate with representatives from other government and intelligence organizations to share information or coordinate intelligence activities.,0.00575163613506485
collaborate with research workers in other disciplines.,0.004827266041929427
"collaborate with sales teams to understand customer requirements, to promote the sale of company products, and to provide sales support.",0.0015406168218923706
"collaborate with scientists or engineers to design or conduct experiments for the development of nanotechnology materials, components, devices, or systems.",0.004519142677550953
collaborate with search engine shopping specialists to place marketing content in desired online locations.,0.012838473515769755
collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.,0.009346408719480382
collaborate with software developers in the development and modification of commercial bioinformatics software.,0.01509804485454523
"collaborate with staff members to plan or develop programs of events, schedules of activities, or menus.",0.0038001881606678474
"collaborate with students, parents, teachers, school administrators, or counselors to determine student needs, develop tutoring plans, or assess student progress.",0.002978525855658583
"collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.",0.2809058005250422
"collaborate with web, multimedia, or art design staffs to create multimedia web sites or other internet content that conforms to brand and company visual format.",0.02084968098961008
"collaborate with writers who create ideas, stories, or captions that are combined with artists' work.",0.014379090337662123
collect and analyze biological data about relationships among and between organisms and their environment.,0.002464986915027793
"collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.",0.052586387520592914
collect and analyze data to compare the environmental implications of economic policy or practice alternatives.,0.0022595713387754766
"collect and analyze data to evaluate the effectiveness of academic programs and other services, such as behavioral management systems.",0.012324934575138965
"collect and analyze security data to determine security needs, security program goals, or program accomplishments.",0.011400564482003541
"collect and analyze survey data, regulatory information, and data on demographic and employment trends to forecast enrollment patterns and curriculum change needs.",0.005443512770686376
"collect and analyze survey data, regulatory information, and demographic and employment trends to forecast enrollment patterns and the need for curriculum changes.",0.007394960745083378
"collect and analyze web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.",0.0031839414319108986
"collect and deposit money into accounts, disburse funds from cash accounts to pay bills or invoices, keep records of collections and disbursements, and ensure accounts are balanced.",0.004005603736920163
"collect and organize books, pamphlets, manuscripts, and other materials in specific fields, such as rare books, genealogy, or music.",0.002875818067532425
"collect business intelligence data from available industry reports, public information, field reports, or purchased sources.",0.008935577566975748
"collect data about existing client hardware, software, networking, or key business processes to inform implementation of radio frequency identification device (rfid) technology.",0.0017460323981446867
"collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems.",0.005957051711317166
collect detailed information on individuals for use in biographies.,0.004416434889424795
"collect fees, commissions, or other payments, according to contract terms.",0.004108311525046321
"collect information about clients through interviews, observation, or tests.",0.005648928346938691
"collect information about individuals or clients, using interviews, case histories, observational techniques, and other assessment methods.",0.005854343923191008
"collect information and make judgments through observation, interviews, and review of documents.",0.004005603736920163
collect or compile nanotechnology research or engineering data.,0.0018487401862708444
"collect samples of materials or products, checking them to ensure conformance to specifications or sending them to laboratories for analysis.",0.005546220558812534
"collect, analyze, and interpret data such as election results and public opinion surveys, reporting on findings, recommendations, and conclusions.",0.024855284726530244
"collect, count, and disburse money, do basic bookkeeping, and complete banking transactions.",0.003286649220037057
"collect, record, and maintain patient information, such as medical histories, reports, and examination results.",0.006059759499443323
"collect, record, and maintain patient information, such as medical history, reports, and examination results.",0.004005603736920163
"collect, synthesize, analyze, manage, and report environmental data, such as pollution emission measurements, atmospheric monitoring measurements, meteorological or mineralogical information, or soil or water samples.",0.006984129592578747
combine secondary data sources with keyword research to more accurately profile and satisfy user intent.,0.004929973830055586
comfort and reassure patients.,0.0023622791269016347
"comment on music and other matters, such as weather or traffic conditions.",0.002464986915027793
"communicate behavioral observations and student progress reports to students, parents, teachers, or administrators.",0.008730161990723432
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"communicate examination results or diagnostic information to referring physicians, patients, or families.",0.02352008348089019
communicate pathologic findings to surgeons or other physicians.,0.0038001881606678474
"communicate project information through presentations, technical reports or white papers.",0.002875818067532425
"communicate research findings on various types of diseases to health practitioners, policy makers, and the public.",0.0030812336437847413
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"communicate research results through conference presentations, scientific publications, or project reports.",0.027628395005936512
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"communicate security status, updates, and actual or potential problems, using established protocols.",0.006676006228200272
"communicate students' progress to students, parents or teachers in written progress reports, in person, by phone, or by email.",0.01910364859146539
"communicate test results or technical information to patients, physicians, family members, or researchers.",0.019719895320222343
"communicate to faculty, students, or other users availability of, or changes to, distance learning courses or materials, programs, services, or applications.",0.005957051711317166
communicate traffic and crossing rules and other information to students and adults.,0.002978525855658583
"communicate with children's parents or guardians about daily activities, behaviors, and related issues.",0.008627454202597275
"communicate with clients to build rapport, acknowledge their progress, or reflect upon their reactions to musical experiences.",0.01201681121076049
"communicate with customers regarding orders, comments, and complaints.",0.004108311525046321
"communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.",0.00575163613506485
"communicate with customers, employees, and other individuals to answer questions, disseminate or explain information, take orders, and address complaints.",0.047245582538032696
"communicate with dispatchers by radio, telephone, or computer to exchange information and receive requests for passenger service.",0.002464986915027793
communicate with laboratories or investigators regarding laboratory findings.,0.0030812336437847413
communicate with other staff to resolve problems with individual students.,0.007805791897588011
"communicate with readers, viewers, advertisers, or the general public via mail, email, or telephone.",0.0083193308382188
communicate with regulatory agencies regarding compliance documentation or validation results.,0.0019514479743970028
"communicate with telecommunications vendors to obtain pricing and technical specifications for available hardware, software, or services.",0.002978525855658583
"communicate with vendors to gather information about products, alert them to future needs, resolve problems, or address system maintenance issues.",0.0022595713387754766
compare a property with similar properties that have recently sold to determine its competitive market price.,0.004313727101298638
compare findings from one site with archeological data from other sites to find similarities or differences.,0.002464986915027793
compare instrument pitches with tuning tool pitches to tune instruments.,0.0023622791269016347
"compare prices, specifications, and delivery dates to determine the best bid among potential suppliers.",0.0017460323981446867
compile and analyze accounting records and other data to determine the financial resources required to implement a program.,0.0034920647962893734
compile and analyze data obtained from monitoring or diagnostic tests.,0.10137258688051798
compile and evaluate hydrologic information to prepare navigational charts and maps and to predict atmospheric conditions.,0.014892629278292916
compile and format image data to increase its usefulness.,0.01622783052393297
compile and interpret results of tests and analyses.,0.061727380663820976
compile and maintain patients' medical records to document condition and treatment and to provide data for research or cost control and care improvement efforts.,0.006470590651947956
compile and maintain regulatory documentation databases or systems.,0.0015406168218923706
"compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.",0.0019514479743970028
compile and prepare reports and documents pertaining to personnel activities.,0.0019514479743970028
"compile and record medical charts, reports, or correspondence, using typewriter or personal computer.",0.01407096697328365
"compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives.",0.01828198628645613
"compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.",0.1671055712812591
compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups.,0.024752576938404085
compile bibliographies of specialized materials for outside reading assignments.,0.02957984298033351
"compile budget data and documents, based on estimated revenues and expenses and previous budgets.",0.005340804982560217
"compile cue words and phrases and cue announcers, cast members, and technicians during performances.",0.0031839414319108986
compile data and create statistical reports on library usage.,0.0038001881606678474
"compile data for use in activities such as gene expression profiling, genome annotation, and structural bioinformatics.",0.00523809719443406
"compile information about flights from flight plans, pilot reports, radar, or observations.",0.006676006228200272
compile information on content and context of information to be translated and on intended audience.,0.0019514479743970028
compile information on governmental incentive programs related to the installation of energy or water saving plumbing systems or devices.,0.004827266041929427
compile information or prepare reports on nanotechnology experiments or applications.,0.008524746414471117
compile laboratory test data and perform appropriate analyses.,0.011708687846382015
compile lists describing product or service offerings.,0.0016433246100185286
"compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.",0.029271719615955035
"compile medical care and census data for statistical reports on diseases treated, surgery performed, or use of hospital beds.",0.0023622791269016347
compile or develop materials to submit to granting or other funding organizations.,0.08925306788163133
"compile reports, charts, or graphs that describe and interpret findings of analyses.",0.17758176567012723
"compile scripts, program notes, and other material related to productions.",0.0332773233528752
"compile statistical, financial, accounting, or auditing reports and tables pertaining to such matters as cash receipts, expenditures, accounts payable and receivable, and profits and losses.",0.014379090337662123
"compile terminology and information to be used in translations, including technical terms such as those for legal or medical material.",0.00575163613506485
"compile, administer, and grade examinations or assign this work to others.",0.007908499685714167
"compile, administer, and grade examinations, or assign this work to others.",0.07035483486641825
"compile, analyze, and report data to explain economic phenomena and forecast market trends, applying mathematical models and statistical techniques.",0.05751636135064849
"compile, log, or record testing or operational data for review and further analysis.",0.01776844734582534
"compile, record, and code results or data from interview or survey, using computer or specified form.",0.09305325604229918
"compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status.",0.0016433246100185286
"compile, sort and verify the accuracy of data before it is entered.",0.0030812336437847413
"complete administrative tasks, such as entering orders into computer, answering telephone calls, or maintaining medical or facility information.",0.0017460323981446867
"complete and maintain accurate records or reports regarding the patients' histories and progress, services provided, or other required information.",0.0026704024912801087
complete customs paperwork.,0.002567694703153951
complete form letters in response to requests or problems identified by correspondence.,0.026395901548422612
complete insurance or other claim forms.,0.005443512770686376
"complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.",0.0017460323981446867
"complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions.",0.12458454699702969
"complete work schedules, manage calendars, and arrange appointments.",0.0015406168218923706
comply with traffic regulations to operate vehicles in a safe and courteous manner.,0.0020541557625231607
compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.,0.04139123861484169
"compose and frame each shot, applying the technical aspects of light, lenses, film, filters, and camera settings to achieve the effects sought by directors.",0.0035947725844155307
"compose business correspondence for supervisors, managers, and professionals.",0.03029879749721662
compose correspondence requesting medical information and records.,0.009551824295732696
"compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping web sites.",0.0626517507569564
compose explanatory summaries of contents of books and other reference materials.,0.10887025541372751
"compose images of products, using video or still cameras, lighting equipment, props, or photo or video editing software.",0.03286649220037057
"compose letters in reply to correspondence concerning such items as requests for merchandise, damage claims, credit information requests, delinquent accounts, incorrect billing, or unsatisfactory service.",0.21671343294619344
"compose original music such as popular songs, symphonies, or sonatas.",0.021671343294619342
compose songs or create vocal arrangements.,0.015919707159554496
"compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",0.01725490840519455
"compound and dispense medications as prescribed by doctors and dentists, by calculating, weighing, measuring, and mixing ingredients, or oversee these activities.",0.012324934575138965
"compound, package, and label pharmaceutical products, under direction of pharmacist.",0.0017460323981446867
"compute and analyze data, using statistical formulas and computers or calculators.",0.13547157253840245
"compute and verify totals on report forms, requisitions, or bills, using adding machine or calculator.",0.0015406168218923706
compute costs of labor and materials in order to determine production costs of products and articles.,0.025985070395917978
"compute customer's installation or production costs and estimate savings from new services, products, or equipment.",0.005340804982560217
"compute data such as gear dimensions and machine settings, applying knowledge of shop mathematics.",0.07590105542523079
"compute dimensions, areas, volumes, and weights.",0.2366387438426681
"compute estimates and actual costs of factors such as materials, labor, or outside contractors.",0.0017460323981446867
"compute figures such as balances, totals, or commissions.",0.023622791269016348
"compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.",0.0033893570081632153
"compute financial fees, interest, and service charges.",0.005648928346938691
compute impedance of wires from poles to houses to determine additional resistance needed for reducing signals to desired levels.,0.002875818067532425
"compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.",0.0019514479743970028
"compute moisture or salt content, percentages of ingredients, formulas, or other product factors, using mathematical and chemical procedures.",0.11123253454062915
"compute or estimate cash, payroll, transportation, personnel, or storage requirements.",0.002978525855658583
compute or record photonic test data.,0.007394960745083378
"compute prices for services and receive payment, or provide supervisors with billing information.",0.036974803725416894
compute total charges for merchandise or services and shipping charges.,0.0017460323981446867
"compute wages and deductions, and enter data into computers.",0.0038001881606678474
"conduct and score oral, visual, written, or performance tests to determine applicant qualifications and notify applicants of their scores.",0.002464986915027793
"conduct applied research aimed at improvements in areas such as disease testing, crop quality, pharmaceuticals, and the harnessing of microbes to recycle waste.",0.004519142677550953
"conduct chemical analyses of substances such as acids, alcohols, and enzymes.",0.015303460430797547
"conduct chemical or physical laboratory tests to assist scientists in making qualitative or quantitative analyses of solids, liquids, or gaseous materials.",0.002875818067532425
"conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic english language skills, life skills, and workforce entry skills.",0.03163399874285667
"conduct classes, workshops, and demonstrations, and provide individual instruction to teach topics and skills such as cooking, dancing, writing, physical fitness, photography, personal finance, and flying.",0.0998319700586256
"conduct clinical research on topics such as maternal or infant health care, contraceptive methods, breastfeeding, and gynecological care.",0.006676006228200272
"conduct demonstrations to teach such skills as sports, dancing, and handicrafts.",0.008216623050092643
conduct educational programs that provide farmers or farm cooperative members with information that can help them improve agricultural productivity.,0.01407096697328365
conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (mems) technology.,0.015508876007049862
"conduct fact-finding or mediation sessions among government units, landowners, or other agencies to resolve disputes.",0.002567694703153951
conduct family medical studies to evaluate the genetic basis for traits or diseases.,0.0020541557625231607
"conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems.",0.009962655448237328
conduct financial modeling for online marketing programs or web site revenue forecasting.,0.007805791897588011
"conduct historical research as a basis for the identification, conservation, and reconstruction of historic places and materials.",0.01201681121076049
"conduct historical research, and publish or present findings and theories.",0.016741369464563758
"conduct in-depth investigations of suspicious financial activity, such as suspected money-laundering efforts.",0.0022595713387754766
conduct internet-based and library research.,0.011811395634508174
"conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.",0.7552103660916399
"conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.",0.002773110279406267
conduct market research and analyze industry trends.,0.016741369464563758
conduct materials test and analysis using tools and equipment and applying engineering knowledge.,0.1671055712812591
"conduct meteorological research into the processes or determinants of atmospheric phenomena, weather, or climate.",0.006984129592578747
"conduct nutritional assessments of individuals, including obtaining and evaluating individuals' dietary histories, to plan nutritional programs.",0.006778714016326431
"conduct office automation feasibility studies, including workflow analysis, space design, or cost comparison analysis.",0.0016433246100185286
"conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media web sites.",0.0038001881606678474
"conduct or direct research on hearing or balance topics and report findings to help in the development of procedures, technology, or treatments.",0.0015406168218923706
"conduct or direct research on speech or hearing topics and report findings for use in developing procedures, technologies, or treatments.",0.0020541557625231607
"conduct or oversee collection of corporate intelligence to avoid fraud, financial crime, cyber-attack, terrorism, and infrastructure failure.",0.002978525855658583
conduct or support research and apply research findings to practice.,0.008935577566975748
conduct own research in field of expertise.,0.0016433246100185286
conduct presentations on research findings for clients and at research meetings.,0.0038001881606678474
conduct quality analyses of data inputs and resulting analyses or predictions.,0.01622783052393297
conduct reference or background checks on job applicants.,0.0018487401862708444
"conduct reference searches, using printed materials and in-house and online databases.",0.05073764733432207
conduct research and present scientific findings.,0.006265175075695639
"conduct research in a particular field of knowledge and present findings in professional journals, books, electronic media, or at professional conferences.",0.08298789280593569
"conduct research in a particular field of knowledge and publish findings in books, professional journals, or electronic media.",0.08267976944155721
"conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",0.09551824295732697
"conduct research in a particular field of knowledge and publish findings in scholarly journals, books, or electronic media.",0.05453783549498991
"conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.",0.005957051711317166
conduct research on economic issues and disseminate research findings through technical reports or scientific articles in journals.,0.010887025541372752
conduct research on new photonics technologies.,0.009243700931354223
conduct research on robotic technology to create new robotic systems or system capabilities.,0.0034920647962893734
conduct research or collect data on renewable or alternative energy systems or technologies such as solar thermal and photovoltaic energy.,0.0022595713387754766
conduct research or provide instruction on subject matter related to athletic training or sports medicine.,0.002156863550649319
"conduct research related to a range of nanotechnology topics, such as packaging, heat transfer, fluorescence detection, nanoparticle dispersion, hybrid systems, liquid systems, nanocomposites, nanofabrication, optoelectronics, or nanolithography.",0.002567694703153951
"conduct research to determine best methods of planting, spraying, cultivating, harvesting, storing, processing, or transporting horticultural products.",0.008113915261966484
"conduct research to develop methodologies, instrumentation and procedures for medical application, analyzing data and presenting findings.",0.002156863550649319
"conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.",0.008524746414471117
"conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.",0.046629335809275745
conduct research to gather information about survey topics.,0.024752576938404085
conduct research to generate new knowledge that can be used to address learning and behavior issues.,0.015919707159554496
"conduct research to identify the goals, net worth, history of charitable donations, or other data related to potential donors, potential investors, or general donor markets.",0.0016433246100185286
"conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.",0.004724558253803269
"conduct research, compile data, and prepare papers for consideration and presentation by executives, committees, and boards of directors.",0.03245566104786594
"conduct searches to find needed information, using such sources as the internet.",0.14112050088534112
"conduct seminars or workshops on financial planning topics, such as retirement planning, estate planning, or the evaluation of severance packages.",0.007497668533209536
conduct short-term and long-term climate assessments and study storm occurrences.,0.0019514479743970028
conduct social research to advance knowledge in the social work field.,0.004108311525046321
conduct social research.,0.0034920647962893734
"conduct standardized biological, microbiological or biochemical tests and laboratory analyses to evaluate the quantity or quality of physical or chemical substances in food or other products.",0.0018487401862708444
"conduct standardized tests on food, beverages, additives, or preservatives to ensure compliance with standards and regulations regarding factors such as color, texture, or nutrients.",0.0019514479743970028
conduct statistical analyses to quantify risk using statistical analysis software or econometric models.,0.011400564482003541
conduct statistical studies to analyze or compare production costs for sustainable and nonsustainable designs.,0.002156863550649319
conduct statistical studies to analyze or compare production costs for sustainable or nonsustainable designs.,0.0034920647962893734
conduct testing to determine functionality or optimization or to establish limits of photonics systems or components.,0.003697480372541689
"conduct threat or vulnerability analyses to determine probable frequency, criticality, consequence, or severity of natural or man-made disasters or criminal activity on the organization's profitability or delivery of products or services.",0.006162467287569483
"conduct training programs to develop or maintain desired animal behaviors for competition, entertainment, obedience, security, riding, or related purposes.",0.0015406168218923706
"conduct, or oversee the conduct of, chemical, physical, and biological water quality monitoring or sampling to ensure compliance with water quality standards.",0.004724558253803269
"confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.",0.013557428032652861
confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful.,0.009962655448237328
confer with clients regarding the nature of the information processing or computation needs a computer program is to address.,0.27392167093246345
"confer with clients to determine objectives, budget, background information, and presentation approaches, styles, and techniques.",0.01520075264267139
"confer with clients to develop strategies for their careers, and to explain actions taken on their behalf.",0.02074697320148392
confer with clients to obtain and provide information when claims are made on a policy.,0.0033893570081632153
"confer with clients, editors, writers, art directors, and other interested parties regarding the nature and content of artwork to be produced.",0.007394960745083378
"confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status.",0.002773110279406267
"confer with company officials to develop methods and procedures to increase sales, expand markets, and promote business.",0.003286649220037057
"confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules.",0.011400564482003541
confer with customers and engineers to assess equipment needs and to determine system requirements.,0.011092441117625067
"confer with customers by telephone or in person to determine reasons for overdue payments and to review the terms of sales, service, or credit contracts.",0.002567694703153951
"confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.",0.0313258753784782
confer with customers to assess customer needs or obtain feedback.,0.0039028959487940056
confer with customers to determine how to tailor materials to their needs.,0.017357616193320706
confer with customers to determine project requirements or to provide cost estimates.,0.0018487401862708444
confer with customers to determine their service requirements and travel preferences.,0.013249304668274384
confer with customers to determine types of material and garment styles desired.,0.007805791897588011
confer with customers to obtain descriptions of vehicle problems and to discuss work to be performed and future repair requirements.,0.007703084109461853
"confer with directors and production staff to discuss issues such as production and casting problems, budgets, policies, and news coverage.",0.0020541557625231607
"confer with disputants to clarify issues, identify underlying concerns, and develop an understanding of their respective needs and interests.",0.024341745785899455
"confer with end users to define or implement clinical system requirements such as data release formats, delivery schedules, and testing protocols.",0.0018487401862708444
confer with engineering staff and consult specifications to evaluate interface between hardware and software and operational and performance requirements of overall system.,0.010989733329498909
"confer with engineering, supervisory, or manufacturing personnel to exchange technical information.",0.004005603736920163
"confer with engineers, customers, vendors, or others to discuss existing or potential electronics engineering projects or products.",0.005854343923191008
"confer with legal staff to resolve problems, such as copyright infringement or royalty sharing with outside producers or distributors.",0.005443512770686376
"confer with management or development teams to prioritize needs, resolve conflicts, develop content criteria, or choose solutions.",0.0022595713387754766
"confer with managerial or technical personnel, other departments, or contractors to resolve problems or to coordinate activities.",0.002567694703153951
confer with medical professionals regarding image-based diagnoses.,0.0026704024912801087
"confer with other staff members to plan and schedule lessons promoting learning, following approved curricula.",0.0017460323981446867
"confer with parents or guardians, other teachers, counselors, and administrators to resolve students' behavioral and academic problems.",0.003286649220037057
"confer with parents or guardians, teachers, administrators, and other professionals to discuss children's progress, resolve behavioral, academic, and other problems, and to determine priorities for students and their resource needs.",0.0015406168218923706
confer with producers and directors concerning layout or editing approaches needed to increase dramatic or entertainment value of productions.,0.007394960745083378
confer with producers and directors to define the nature and placement of film or television music.,0.0015406168218923706
"confer with producers, performers, and others to determine and achieve the desired sound for a production, such as a musical recording or a film.",0.002464986915027793
confer with project personnel to identify and resolve problems.,0.0019514479743970028
confer with research and biomanufacturing personnel to ensure the compatibility of design and production.,0.0017460323981446867
confer with research personnel to clarify or resolve problems and to develop or modify designs.,0.007497668533209536
"confer with researchers, clinicians, or information technology staff to determine data needs and programming requirements and to provide assistance with database-related research activities.",0.002773110279406267
"confer with scientific, engineering, and technical personnel to resolve design, research, and testing problems.",0.004108311525046321
"confer with scientists or engineers to conduct analyses of research projects, interpret test results, or develop nonstandard tests.",0.028039226158441143
"confer with supervisory personnel, owners, contractors, or design professionals to discuss and resolve matters, such as work procedures, complaints, or construction problems.",0.008011207473840326
"confer with systems analysts, engineers, programmers and others to design system and to obtain information on project limitations and capabilities, performance requirements and interfaces.",0.011195148905751224
"confer with taxpayers or their representatives to discuss the issues, laws, and regulations involved in returns, and to resolve problems with returns.",0.0020541557625231607
"confer with technical directors, managers, crew members, and writers to discuss details of production, such as photography, script, music, sets, and costumes.",0.004211019313172479
"confer with the patient, medical practitioners, or appropriate others to plan, implement, or assess the intervention program.",0.0019514479743970028
confer with underwriters to aid in resolving mortgage application problems.,0.0018487401862708444
confer with underwriters to resolve mortgage application problems.,0.002567694703153951
configure security settings or access permissions for groups or individuals.,0.07898228906901553
configure servers to meet functional specifications.,0.10096175572801334
consider environmental sustainability factors when determining merchandise packing methods.,0.0035947725844155307
"consider such factors as ensemble size and abilities, availability of scores, and the need for musical variety, to select music to be performed.",0.0019514479743970028
"construct, test, maintain, and repair substation relay and control systems.",0.00729225295695722
consult classification manuals to locate information about disease processes.,0.009140993143228065
"consult manuals, schematics, wiring diagrams, and engineering personnel to troubleshoot and solve equipment problems and to determine optimum equipment functioning.",0.002773110279406267
consult or negotiate with clients to prepare project specifications.,0.002567694703153951
consult reference books or secure aid of readers to check references with rules of grammar and composition.,0.002875818067532425
"consult reference material, such as textbooks, manuals, and journals, to identify symptoms, make diagnoses, and develop approaches to treatment.",0.025368823667161033
"consult sources such as rate books, manuals, or insurance company representatives to determine specific charges or information such as rules, regulations, or government tax and tariff information.",0.004005603736920163
"consult with and advise physicians, educators, researchers, and others regarding medical applications of physics, biology, and chemistry.",0.002156863550649319
"consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.",0.06285716633320872
consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.,0.16998138934879156
consult with and refer patients to ophthalmologist or other health care practitioner if additional medical treatment is determined necessary.,0.004005603736920163
consult with clients to assess risks and to determine security requirements.,0.011092441117625067
"consult with clients, vendors, personnel in other departments or construction foremen to discuss and formulate estimates and resolve issues.",0.007086837380704904
consult with customers about software system design and maintenance.,0.07795521118775395
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"consult with customers to determine objectives and requirements for events such as meetings, conferences, and conventions.",0.004108311525046321
"consult with engineering staff to evaluate interface between hardware and software, develop specifications and performance requirements, or resolve customer problems.",0.017871155133951495
"consult with families or friends of the deceased to arrange funeral details, such as obituary notice wording, casket selection, or plans for services.",0.0026704024912801087
"consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.",0.002978525855658583
consult with multiple stakeholders to define requirements and implement online features.,0.1996639401172512
"consult with or provide consultation to other doctors, therapists, or clinicians regarding patient care.",0.0018487401862708444
"consult with other health professionals to provide optimal patient care, referring patients to traditional health care professionals as necessary.",0.023725499057142503
"consult with other professionals, agencies, or universities to discuss therapies, treatments, counseling resources or techniques, and to share occupational information.",0.004416434889424795
consult with patients following radiation treatments to provide information and assess outcomes or to recommend further consultation or treatments as appropriate.,0.007805791897588011
"consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.",0.01776844734582534
"consult with users, management, vendors, and technicians to assess computing needs and system requirements.",0.051764725215583646
"consult with users, management, vendors, and technicians to determine computing needs and system requirements.",0.07343606851020298
"consult with writers, producers, or actors about script changes or ""workshop"" scripts, through rehearsal with writers and actors to create final drafts.",0.005135389406307902
contact borrowers with delinquent accounts to obtain payment in full or to negotiate repayment plans.,0.0022595713387754766
contact customers to persuade them to purchase merchandise or services.,0.002875818067532425
contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,0.0019514479743970028
contact job applicants to inform them of the status of their applications.,0.017973862922077657
contact new or existing customers to discuss how specific products or services can meet their needs.,0.014379090337662123
"contact prospective customers to determine customer needs, present information, or explain available services.",0.024855284726530244
contact prospective customers to present information and explain available services.,0.004211019313172479
"contribute to the compilation, organization, and production of protocols, clinical study reports, regulatory submissions, or other controlled documentation.",0.018898233015213078
contribute written material or data for grant or patent applications.,0.02136321993024087
"control, monitor, or operate equipment that regulates or distributes electricity or steam, using data obtained from instruments or computers.",0.004108311525046321
"converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",0.004929973830055586
"convert various types of files for printing or for the internet, using computer software.",0.014173674761409807
convert video and audio recordings into digital formats for editing or archiving.,0.0016433246100185286
"cook food or prepare food items, such as sandwiches, salads, and ice cream dishes, using standard formulas or following directions.",0.004724558253803269
coordinate and direct extracurricular activities and programs such as after-school events and athletic contests.,0.0030812336437847413
coordinate and link the computer systems within an organization to increase compatibility and so information can be shared.,0.004005603736920163
"coordinate and supervise extracurricular activities, such as clubs, student organizations, and academic contests.",0.006265175075695639
coordinate appointments to show homes to prospective buyers.,0.0015406168218923706
"coordinate communication between patients, family members, medical staff, administrative staff, or regulatory agencies.",0.006470590651947956
"coordinate conferences, meetings, or special events, such as luncheons or graduation ceremonies.",0.0023622791269016347
coordinate due diligence processes and the negotiation or execution of purchase or sale agreements.,0.008730161990723432
"coordinate exhibit installations, assisting with design, constructing displays, dioramas, display cases, and models, and ensuring the availability of necessary materials.",0.0031839414319108986
coordinate implementation of computer system plan with establishment personnel and outside vendors.,0.022184882235250135
"coordinate or conduct instructional classes or in-services, such as citizen police academy classes and crime scene training for other officers.",0.002875818067532425
"coordinate or perform activities associated with shipping, receiving, distribution, or transportation.",0.0016433246100185286
"coordinate planning, budgeting, or purchasing for all the food operations within establishments such as clubs, hotels, or restaurant chains.",0.002773110279406267
"coordinate property closings, overseeing signing of documents and disbursement of funds.",0.002567694703153951
"coordinate sales or other promotional strategies with merchandising, operations, or inventory control staff to ensure product catalogs are current, accurate, and organized for best findability against user intent.",0.008216623050092643
"coordinate with and consult other workers to design, lay out, or detail components and systems and to resolve design or other problems.",0.0018487401862708444
"coordinate with developers to optimize web site architecture, server configuration, or page construction for search engine consumption and optimal visibility.",0.01766573955769918
"coordinate with engineers, planners, field personnel, or other utility workers to provide information such as clearances, switching orders, or distribution process changes.",0.00729225295695722
correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,2.4551269673676814
"correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",0.0023622791269016347
counsel and encourage patients to develop leisure activities.,0.0030812336437847413
"counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.",0.002156863550649319
"counsel clients and patients in individual and group sessions to help them overcome dependencies, recover from illness, and adjust to life.",0.013146596880148229
"counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds.",0.03338003114100136
"counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes.",0.01304388909202207
counsel employees about work-related issues and assist employees to correct job-skill deficiencies.,0.0022595713387754766
"counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.",0.16556495445936675
"counsel individuals and groups regarding problems, such as stress, substance abuse, and family situations, to modify behavior or to improve personal, social, and vocational adjustment.",0.008524746414471117
"counsel individuals or groups concerning their spiritual, emotional, or personal needs.",0.023314667904637872
"counsel individuals regarding interpersonal, health, financial, or religious problems.",0.0313258753784782
"counsel individuals to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.",0.027320271641558036
"counsel individuals, groups, families, or communities regarding issues including mental health, poverty, unemployment, substance abuse, physical abuse, rehabilitation, social adjustment, child care, or medical care.",0.0015406168218923706
"counsel patients about drug regimens and possible side effects or interactions with other substances such as food supplements, over-the-counter (otc) medications, or herbal remedies.",0.02310925232838556
"counsel patients about nutrition, exercise, sleeping habits, stress management, or other matters.",0.01458450591391444
"counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning.",0.005957051711317166
counsel workers about job and career-related issues.,0.0601867638419286
count and record number of tickets collected.,0.002156863550649319
"create a grid of each site and draw and update maps of unit profiles, stratum surfaces, features, and findings.",0.002567694703153951
create and enforce database development standards.,0.00729225295695722
create and explore new cuisines.,0.002978525855658583
"create and maintain accessible, retrievable computer archives and databases, incorporating current advances in electronic information storage technology.",0.01817927849832997
"create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.",0.006367882863821797
"create and prepare sketches and model drawings of cartoon characters, providing details from memory, live models, manufactured products, or reference materials.",0.009140993143228065
create artifact typologies to organize and make sense of past material cultures.,0.004005603736920163
"create basic designs, drawings, and illustrations for product labels, cartons, direct mail, or television.",0.004724558253803269
"create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.",0.06398695200259645
create client presentations of plan details.,0.012324934575138965
"create computer applications for manufacturing processes or operations, using computer-aided design (cad) or computer-assisted manufacturing (cam) tools.",0.007394960745083378
create content strategies for digital media.,0.02146592771836703
create custom illustrations or other graphic elements.,0.19103648591465394
create data management or error-checking procedures and user manuals.,0.05094306291057438
"create data records for use in describing and analyzing social patterns and processes, using photography, videography, and audio recordings.",0.03389357008163215
"create debt management plans, spending plans, or budgets to assist clients to meet financial goals.",0.026601317124674933
"create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",0.003286649220037057
create developmentally appropriate lesson plans.,0.01571429158330218
create drink recipes.,0.009551824295732696
create embedded software design programs.,0.0016433246100185286
"create finished art work as decoration, or to elucidate or substitute for spoken or written messages.",0.2624183986623338
create freehand drawings and lettering to accompany drawings.,0.006059759499443323
"create functional or decorative objects by hand, using a variety of methods and materials.",0.2905603326089011
"create graphics, illustrations, and three-dimensional models to be used in research or in teaching, such as in demonstrating anatomy, pathology, or surgical procedures.",0.007703084109461853
"create jewelry from materials such as gold, silver, platinum, and precious or semiprecious stones.",0.004108311525046321
"create marketing or outreach media, such as brochures or web sites, to communicate sustainability issues, procedures, or objectives.",0.012735765727643594
create models to demonstrate or predict the process by which pollutants move through or impact an environment.,0.002464986915027793
"create musical instrument digital interface programs for music projects, commercials, or film postproduction.",0.0033893570081632153
"create new jewelry designs and modify existing designs, using computers as necessary.",0.004724558253803269
create novel computational approaches and analytical tools as required by research goals.,0.0023622791269016347
create or administer training and awareness presentations or materials.,0.004724558253803269
"create or distribute offline promotional material, such as brochures, pamphlets, business cards, stationary, or signage.",0.0016433246100185286
"create or enhance mannequin faces by mixing and applying paint or attaching measured eyelash strips, using artist's brush, airbrush, pins, ruler, or scissors.",0.007703084109461853
create or implement metadata processes and frameworks.,0.004005603736920163
create or maintain databases of known test defects.,0.007497668533209536
"create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements.",0.004211019313172479
create or maintain plans or other documents related to sustainability projects.,0.00523809719443406
create or modify web-based bioinformatics tools.,0.01725490840519455
"create or revise user instructions, procedures, or manuals.",0.011605980058255857
create or update technical documentation for network installations or changes to existing installations.,0.0015406168218923706
create or use statistical models for the analysis of genetic data.,0.028450057310945777
"create original musical forms, or write within circumscribed musical forms such as sonatas, symphonies, or operas.",0.003697480372541689
"create photographic recordings of information, using equipment.",0.002567694703153951
create policies or procedures for logistics activities.,0.0016433246100185286
create prototypes or models of objects to be crafted.,0.0016433246100185286
"create schematics and physical layouts of integrated microelectromechanical systems (mems) components or packaged assemblies consistent with process, functional, or package constraints.",0.008011207473840326
create searchable indices for web page content.,0.00523809719443406
create simulations or models of radio frequency identification device (rfid) systems to provide information for selection and configuration.,0.002156863550649319
"create sketches, profiles, or likenesses of posed subjects or photographs, using any combination of freehand drawing, mechanical assembly kits, and computer imaging.",0.05474325107124223
"create special effects such as vignettes, mosaics, and image combining, and add elements such as sound and animation to electronic publications.",0.0015406168218923706
create specialty dishes and develop recipes to be used in dining facilities.,0.0031839414319108986
"create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow.",0.08627454202597275
"create three-dimensional or interactive representations of designs, using computer assisted design software.",0.0033893570081632153
"create visual representations of geospatial data using complex procedures, such as analytical modeling, three-dimensional renderings, or plot creation.",0.0824743538653049
"create visualizations to illustrate historical or future changes in the earth's climate, using paleoclimate or climate geographic information systems (gis) databases.",0.0017460323981446867
"create web models or prototypes that include physical, interface, logical, or data models.",0.005032681618181743
"create wind energy project plans, including project scope, goals, tasks, resources, schedules, costs, contingencies, or other project information.",0.002978525855658583
"create, analyze, report, convert, or transfer data, using specialized applications program software.",0.13105513764897764
"create, maintain, and enter information into databases.",0.13619052705528556
"create, populate, or maintain databases for tracking validation activities, test results, or validated systems.",0.018692817438960764
"cultivate, breed, and grow aquatic life, such as lobsters, clams, or fish.",0.0020541557625231607
"customize art therapy programs for specific client populations, such as those in schools, nursing homes, wellness centers, prisons, shelters, or hospitals.",0.0016433246100185286
"customize insurance programs to suit individual customers, often covering a variety of risks.",0.01509804485454523
"debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.",0.006265175075695639
debug robotics programs.,0.028450057310945777
decline excessive risks.,0.008524746414471117
"define and analyze objectives, scope, issues, or organizational impact of information systems.",0.0015406168218923706
define and compare possible radio frequency identification device (rfid) solutions to inform selection for specific projects.,0.008730161990723432
"define data requirements and gather and validate information, applying judgment and statistical tests.",0.010989733329498909
"define instructional, learning, or performance objectives.",0.007703084109461853
define or recommend model specifications or data collection methods.,0.007703084109461853
define regional or local transportation planning problems or priorities.,0.0015406168218923706
define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.,0.02310925232838556
"delegate authority for the receipt, disbursement, banking, protection, and custody of funds, securities, and financial instruments.",0.0016433246100185286
deliver and retrieve items throughout the library by hand or using pushcart.,0.0015406168218923706
"deliver speeches, write articles, or present information at meetings or conventions to promote services, exchange ideas, or accomplish objectives.",0.0017460323981446867
demonstrate correct use of exercise equipment or performance of exercise routines.,0.006881421804452588
"demonstrate database technical functionality, such as performance, security and reliability.",0.05854343923191007
"demonstrate miniaturized systems that contain components such as microsensors, microactuators, or integrated electronic circuits fabricated on silicon or silicon carbide wafers.",0.009038285355101906
"demonstrate or explain products, methods, or services to persuade customers to purchase products or use services.",0.003286649220037057
"demonstrate proper operation of fitness equipment, such as resistance machines, cardio machines, free weights, or fitness assessment devices.",0.0020541557625231607
describe and recommend wines to customers.,0.005957051711317166
"describe artifacts' physical properties or attributes, such as the materials from which artifacts are made and their size, shape, function, and decoration.",0.007908499685714167
describe menu items to customers or suggest products that might appeal to them.,0.002156863550649319
"describe merchandise and explain use, operation, and care of merchandise to customers.",0.007805791897588011
design advanced precision equipment for accurate or controlled applications.,0.013249304668274384
"design and apply bioinformatics algorithms including unsupervised and supervised machine learning, dynamic programming, or graphic algorithms.",0.005546220558812534
design and create special programs for tasks such as statistical analysis and data entry and cleaning.,0.025985070395917978
"design and develop medical diagnostic and clinical instrumentation, equipment, and procedures, using the principles of engineering and biobehavioral sciences.",0.0016433246100185286
"design and direct nuclear research projects to discover facts, to test or modify theoretical models, or to develop new theoretical models or new uses for current models.",0.026293193760296457
design and implement warehouse database structures.,0.01622783052393297
"design and implement web site security measures, such as firewalls or message encryption.",0.01458450591391444
"design and produce displays and materials that can be used to decorate windows, interior displays, or event locations such as streets and fairgrounds.",0.014379090337662123
design and validate clinical databases including designing or testing logic checks.,0.0023622791269016347
"design chemical conversion processes, such as etherification, esterification, interesterification, transesterification, distillation, hydrogenation, oxidation or reduction of fats and oils, and vegetable oil refining.",0.0031839414319108986
design community solid and hazardous waste management programs.,0.002464986915027793
"design complex graphics and animation, using independent judgment, creativity, and computer equipment.",0.07970124358589863
design computer simulations to model physical data so that it can be better understood.,0.03625584920853378
design computers and the software that runs them.,0.009449116507606539
"design custom clothing and accessories for individuals, retailers, or theatrical, television, or film productions.",0.011092441117625067
"design customer interface of online storefront, using web programming or e-commerce software.",0.009757239871985013
"design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.",0.08134456819591716
"design databases to support business applications, ensuring system scalability, security, performance and reliability.",0.21578906285305804
"design domestic or industrial water or wastewater treatment plants, including advanced facilities with sequencing batch reactors (sbr), membranes, lift stations, headworks, surge overflow basins, ultraviolet disinfection systems, aerobic digesters, sludge lagoons, or control buildings.",0.0023622791269016347
design electro-optical sensing or imaging systems.,0.006265175075695639
"design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.",0.08288518501780953
design engineering systems for the automation of industrial tasks.,0.006881421804452588
"design forms for receiving, processing, or tracking data.",0.012324934575138965
design forms related to filing systems.,0.0017460323981446867
"design geological mine maps, monitor mine structural integrity, or advise and monitor mining crews.",0.005443512770686376
"design individualized care plans, using a variety of treatments.",0.0083193308382188
"design information storage and retrieval systems and develop procedures for collecting, organizing, interpreting, and classifying information.",0.025368823667161033
design instructional aids for stand-alone or instructor-led classroom or online use.,0.048991614936177375
design layouts of audio and video equipment and perform upgrades and maintenance.,0.002156863550649319
"design learning products, including web-based aids or electronic performance support systems.",0.01201681121076049
design measurement and control systems for chemical plants based on data collected in laboratory experiments and in pilot plant operations.,0.0034920647962893734
"design molecular or cellular laboratory experiments, oversee their execution, and interpret results.",0.003697480372541689
"design music therapy experiences, using various musical elements to meet client's goals or objectives.",0.0020541557625231607
"design or analyze automobile systems in areas such as aerodynamics, alternate fuels, ergonomics, hybrid power, brakes, transmissions, steering, calibration, safety, or diagnostics.",0.0017460323981446867
design or build laboratory equipment needed for special research projects.,0.0034920647962893734
"design or conduct follow-up experimentation, based on generated data, to meet established process objectives.",0.002978525855658583
"design or conduct studies to determine optimal conditions for cell growth, protein production, or protein or virus expression or recovery, using chromatography, separation, or filtration equipment, such as centrifuges or bioreactors.",0.002464986915027793
"design or conduct tests of new nanotechnology products, processes, or systems.",0.0022595713387754766
"design or construct costumes or send them to tailors for construction, major repairs, or alterations.",0.0026704024912801087
"design or coordinate successive phases of problem analysis, solution proposals, or testing.",0.0022595713387754766
design or develop automated testing tools.,0.03358544671725368
"design or develop energy products using nanomaterials or nanoprocesses, such as micro-nano machining.",0.008730161990723432
"design or develop new equipment or methods for meteorological data collection, remote sensing, or related applications.",0.0026704024912801087
"design or develop software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design.",0.12273580681075884
"design or engineer drainage, erosion, or sedimentation control systems for transportation projects.",0.007189545168831061
design or implement plant warehousing strategies for production materials or finished products.,0.0018487401862708444
design or implement products and services to mitigate risk or facilitate use of technology-based tools and methods.,0.034304401234136785
design or implement web-based tools for querying large-scale biological databases.,0.002773110279406267
"design or prepare graphic representations of geographic information systems (gis) data, using gis hardware or software applications.",0.0020541557625231607
"design or produce materials such as posters, web sites, or newsletters to promote, market, or advertise fundraising events.",0.0038001881606678474
design or select equipment for use in wastewater processing to ensure compliance with government standards.,0.002156863550649319
"design or supervise the design of systems, processes, or equipment for control, management, or remediation of water, air, or soil quality.",0.0015406168218923706
design patient education programs that include information required to make informed health care and treatment decisions.,0.042829147648607895
design research projects that apply valid scientific techniques and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.,0.02187675887087166
"design research studies in collaboration with physicians, life scientists, or other professionals.",0.006676006228200272
"design robotic systems, such as automatic vehicle control, autonomous vehicles, advanced displays, advanced sensing, robotic platforms, computer vision, or telematics systems.",0.00883286977884959
"design security policies, programs, or practices to ensure adequate security relating to issues such as protection of assets, alarm response, and access card use.",0.02516340809090872
"design silver articles, such as jewelry and serving pieces.",0.009243700931354223
"design software to control robotic systems for applications, such as military defense or manufacturing.",0.016741369464563758
"design specialized or customized equipment, machines, or structures.",0.0034920647962893734
design transportation surveys to identify areas of public concern.,0.006162467287569483
"design transportation systems or structures using sustainable materials or products, such as porous pavement or bioretention structures.",0.0022595713387754766
"design water run-off collection networks, water supply channels, or water supply system networks.",0.0039028959487940056
design water storage tanks or other water storage facilities.,0.0039028959487940056
"design, analyze, and decipher encryption systems designed to transmit military, political, financial, or law-enforcement-related information in code.",0.007703084109461853
"design, build, or maintain web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",2.361765587961004
"design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems.",0.009859947660111171
"design, configure, and test computer hardware, networking software and operating system software.",0.04642392023302343
"design, customize, and maintain databases, web pages, and local area networks.",0.06378153642634414
"design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design.",0.3124370914797727
"design, develop, or implement control circuits or algorithms for electromechanical or pneumatic devices or systems.",0.0019514479743970028
"design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.",0.06809526352764278
"design, evaluate and modify benefits policies to ensure that programs are current, competitive and in compliance with legal requirements.",0.0030812336437847413
"design, evaluate, recommend, and approve changes of forms and reports.",0.0015406168218923706
"design, implement, or evaluate health service delivery systems to improve the health of targeted populations.",0.0015406168218923706
"design, implement, or operate comprehensive data warehouse systems to balance optimization of data access with batch loading and resource utilization factors, according to customer requirements.",0.014276382549535966
"design, install, or troubleshoot manufacturing equipment.",0.0030812336437847413
"design, integrate, or test photonics systems or components.",0.011708687846382015
"design, make, or fit prosthodontic appliances, such as space maintainers, bridges, or dentures, or write fabrication instructions or prescriptions for denturists or dental technicians.",0.0016433246100185286
"design, organize, and deliver product awareness, skills transfer, or product education sessions for staff or suppliers.",0.004827266041929427
"design, plan, organize, or direct orientation and training programs for employees or customers.",0.011811395634508174
"design, program, or model geographic information systems (gis) applications or procedures.",0.0033893570081632153
"design, promote, or administer government plans or policies affecting land use, zoning, public utilities, community facilities, housing, or transportation.",0.0016433246100185286
"design, review and help administer insurance, annuity and pension plans, determining financial soundness and calculating premiums.",0.0030812336437847413
"design, use, or maintain databases and software applications, such as geographic information systems (gis) mapping and artificial intelligence tools.",0.009449116507606539
"determine a published or broadcasted story's emphasis, length, and format and organize material accordingly.",0.0016433246100185286
"determine allocations of funds for staff, supplies, materials, and equipment and authorize purchases.",0.002156863550649319
determine amounts and kinds of chemicals to use in destroying harmful organisms or removing impurities from purification systems.,0.0026704024912801087
"determine and specify details of survey projects, including sources of information, procedures to be used, and the design of survey instruments and materials.",0.004416434889424795
determine applications of photonics appropriate to meet product objectives or features.,0.0015406168218923706
"determine appropriate sizes, ratings, and locations for all system overcurrent devices, disconnect devices, grounding equipment, and surge suppression equipment.",0.002978525855658583
"determine campaign strategies for media advertising, positions on issues, and public appearances.",0.004005603736920163
"determine commercial, industrial, scientific, or other uses for electro-optical applications or devices.",0.0035947725844155307
determine computer software or hardware needed to set up or alter system.,0.0019514479743970028
determine connection interfaces for additional subpanels or for connecting photovoltaic (pv) systems with utility services or other power generation sources.,0.0033893570081632153
determine data collection methods to be employed in research projects or surveys.,0.004519142677550953
"determine desired images and picture composition, selecting and adjusting subjects, equipment, and lighting to achieve desired effects.",0.03142858316660436
determine efficient and cost-effective methods of moving goods from one location to another.,0.0019514479743970028
"determine existence and amount of liability according to current laws, administrative and judicial precedents, and available evidence.",0.14861816941855066
"determine fares based on trip distances and times, using taximeters and fee schedules, and announce fares to passengers.",0.0017460323981446867
"determine feasibility of designing new facilities or modifying existing facilities, based on factors such as cost, available space, schedule, technical requirements, or ergonomics.",0.006881421804452588
determine food and beverage costs and assist in implementing cost control procedures.,0.0026704024912801087
"determine formats, approaches, content, levels, and mediums necessary to meet production objectives effectively and within budgetary constraints.",0.0015406168218923706
"determine formats, approaches, content, levels, and mediums to effectively meet objectives within budgetary constraints, using research, knowledge, and training.",0.015406168218923705
"determine genetic composition of animal populations and heritability of traits, using principles of genetics.",0.002156863550649319
determine guidelines that specify which source material is acceptable for use.,0.008422038626344958
determine location for product listings to maximize exposure to online traffic.,0.002156863550649319
"determine map content and layout, as well as production specifications such as scale, size, projection, and colors, and direct production to ensure that specifications are followed.",0.0034920647962893734
"determine materials, equipment, and installation sequences necessary to maximize installation efficiency.",0.0020541557625231607
"determine meal prices, based on calculations of ingredient prices.",0.0018487401862708444
"determine or help determine company policy, and explain complex technical matters to company executives, government officials, shareholders, policyholders, or the public.",0.002875818067532425
determine packaging requirements.,0.0016433246100185286
"determine plant growing conditions, such as greenhouses, hydroponics, or natural settings, and set planting and care schedules.",0.0017460323981446867
determine policy contract provisions for each type of insurance.,0.004724558253803269
determine price schedules and discount rates.,0.005135389406307902
"determine regulations or procedures related to the management, collection, reuse, recovery, or recycling of packaging waste.",0.002567694703153951
"determine replacement parts required, according to inspections of old parts, customer requests, or customers' descriptions of malfunctions.",0.0026704024912801087
"determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.",0.0020541557625231607
"determine requirements for treatment, such as type, method and duration of therapy, precautions to be taken, or medication and dosages, compatible with physicians' orders.",0.0022595713387754766
"determine size and arrangement of illustrative material and copy, and select style and size of type.",0.0345098168103891
"determine sources of web page or server problems, and take action to correct such problems.",0.8577127386415457
"determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction.",0.29066304039702723
determine the value loss impact and criticality of assets.,0.003286649220037057
"determine types and quantities of horticultural plants to be grown, based on budgets, projected sales volumes, or executive directives.",0.0017460323981446867
determine which products or colors will improve clients' skin quality and appearance.,0.0017460323981446867
"determine which topics to research, or pursue research topics specified by clients or employers.",0.008113915261966484
develop advertising and other informational materials to be used in subject recruitment.,0.002156863550649319
"develop advertising campaigns for a wide range of clients, working with an advertising agency's creative director and art director to determine the best way to present advertising information.",0.008627454202597275
develop an understanding of customers' needs and take actions to ensure that such needs are met.,0.005443512770686376
develop an understanding of fields to which statistical methods are to be applied to determine whether methods and results are appropriate.,0.09387491834730843
"develop and direct software system testing and validation procedures, programming, and documentation.",0.006265175075695639
"develop and distribute newsletters, brochures, or other printed materials to share information with patients or medical staff.",0.03902895948794005
develop and document database architectures.,0.056591991257513075
develop and document style guidelines for web site content.,0.01047619438886812
"develop and implement data extraction procedures from other systems, such as administration, billing, or claims.",0.012530350151391279
develop and implement individualized plans for health care management.,0.009654532083858854
"develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues.",0.007805791897588011
"develop and implement marketing plans for home pages, including print advertising or advertisement rotation.",0.0019514479743970028
develop and implement organizational policies and procedures for the facility or medical unit.,0.0016433246100185286
develop and implement policies and procedures for the operation of a department or establishment.,0.002567694703153951
"develop and implement purchasing and contract management instructions, policies, and procedures.",0.0026704024912801087
develop and implement solutions for network problems.,0.005957051711317166
"develop and implement technical project management tools, such as plans, schedules, and responsibility and compliance matrices.",0.0035947725844155307
develop and implement treatment plans.,0.0020541557625231607
"develop and interpret organizational goals, policies, and procedures.",0.005032681618181743
develop and maintain computer databases.,0.0920261781610376
"develop and maintain computerized record management systems to store and process data such as personnel activities and information, and to produce reports.",0.03841271275918311
"develop and maintain departmental policies, procedures, objectives, or patient care standards based on evidence-based practice guidelines or expert opinion.",0.0030812336437847413
"develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.",0.004313727101298638
"develop and maintain the company's corporate image and identity, which includes the use of logos and signage.",0.06717089343450736
develop and modify astronomy-related programs for public presentation.,0.09449116507606539
"develop and organize training manuals, multimedia visual aids, and other educational materials.",0.0035947725844155307
"develop and participate in health promotion programs, group activities, or discussions to promote client health, facilitate social adjustment, alleviate stress, and prevent physical or mental disability.",0.002978525855658583
"develop and present health education and promotion programs, such as training workshops, conferences, and school or community presentations.",0.0031839414319108986
"develop and test experimental designs, sampling techniques, and analytical methods.",0.004827266041929427
develop and test theories concerning the origin and development of past cultures.,0.004519142677550953
"develop and test theories, using information from interviews, newspapers, periodicals, case law, historical papers, polls, or statistical sources.",0.010887025541372752
"develop and write procedures for installation, use, or troubleshooting of communications hardware or software.",0.005854343923191008
develop application-specific software.,0.16874889589127764
develop applied software for the analysis and interpretation of geological data.,0.004211019313172479
"develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines.",0.05700282241001771
"develop biocatalytic processes to convert biomass to fuels or fine chemicals, using enzymes of bacteria, yeast, or other microorganisms.",0.0015406168218923706
"develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows.",0.30668545534470787
"develop budgets or approve expenditures for supplies, materials, or human resources, ensuring that materials, labor, or equipment are used efficiently to meet production targets.",0.0017460323981446867
"develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.",0.004313727101298638
"develop calibration methodologies, test methodologies, or tools.",0.011297856693877383
"develop classroom-based and distance learning training courses, using needs assessments and skill level analyses.",0.005135389406307902
"develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.",0.005340804982560217
"develop client treatment plans based on research, clinical experience, and client histories.",0.002156863550649319
"develop communications materials, advertisements, presentations, or public relations initiatives to promote awareness of green products and technologies.",0.03676938814916457
"develop comprehensive plans for immediate and long-term rehabilitation including therapeutic exercise; speech and occupational therapy; counseling; cognitive retraining; patient, family or caregiver education; or community reintegration.",0.0019514479743970028
develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.,0.0018487401862708444
"develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",0.0022595713387754766
develop computer models to address transportation planning issues.,0.0026704024912801087
develop concepts or creative ideas for craft objects.,0.04868349157179891
develop conceptual designs of security systems.,0.002567694703153951
"develop conceptual, logical, or physical network designs.",0.011605980058255857
"develop contacts with individuals and organizations, and apply effective strategies and techniques to ensure their clients' success.",0.002156863550649319
develop criteria for the design and modification of survey instruments.,0.015816999371428334
develop curricula and plan course content and methods of instruction.,0.04015874515732779
"develop curricula, and recommend curricula revisions and additions.",0.022184882235250135
"develop curriculum and prepare manuals, visual aids, course outlines, and other materials used in teaching.",0.07549022427272614
"develop data model describing data elements and how they are used, following procedures and using pen, template or computer software.",0.021568635506493187
develop data models and databases.,0.10116717130426567
"develop data models for applications, metadata tables, views or related database structures.",0.0460130890805188
"develop data warehouse process models, including sourcing, loading, transformation, and extraction.",0.011195148905751224
"develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.",0.0403641607335801
develop databases that support web applications and web sites.,0.039337082852318524
"develop defense plans or tactics, using intelligence and other information.",0.002567694703153951
develop designs using specialized computer software.,0.0034920647962893734
develop disaster recovery plans.,0.004416434889424795
"develop economic models, forecasts, or scenarios to predict future economic and environmental outcomes.",0.008422038626344958
"develop educational materials and programs for community agencies, local government, and state government.",0.027628395005936512
"develop environmental management or restoration plans for sites with power transmission lines, natural gas pipelines, fuel refineries, geothermal plants, wind farms, or solar farms.",0.006265175075695639
"develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.",0.04323997880111253
"develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material.",0.14923441614730762
"develop financial plans, based on analysis of clients' financial status.",0.01612512273580681
"develop formal documentation for microelectromechanical systems (mems) devices, including quality assurance guidance, quality control protocols, process control checklists, data collection, or reporting.",0.004108311525046321
"develop graphics and layouts for product illustrations, company logos, and web sites.",0.011400564482003541
"develop ideas for creating dances, keeping notes and sketches to record influences.",0.07785250339962779
develop ideas for programs and features that a station could produce.,0.0016433246100185286
develop implementation plans that include analyses such as cost-benefit or return on investment (roi).,0.004005603736920163
develop in-service educational materials.,0.005340804982560217
develop individual treatment plans and strategies.,0.004929973830055586
"develop individualized treatment plans for patients, considering patient preferences, clinical data, or the risks and benefits of therapies.",0.019514479743970026
develop instruction or training roadmaps for online and blended learning programs.,0.008935577566975748
develop instructional materials and conduct in-service and community-based educational programs.,0.02239029781150245
develop instructional materials and products for technology-based redesign of courses.,0.028244641734693456
develop instructional materials for the public and make presentations to citizens' groups to provide information on emergency plans and their implementation processes.,0.0017460323981446867
develop instructional materials to be used by educators and instructors.,0.14450985789350435
"develop instructional materials, such as lesson plans, handouts, or examinations.",0.5831748209803254
develop instrumentation and software for astronomical observation and analysis.,0.02290383675213324
"develop internal control policies, guidelines, and procedures for activities such as budget administration, cash and credit management, and accounting.",0.003286649220037057
"develop interview techniques, rating scales, and psychological tests used to assess skills, abilities, and interests for the purpose of employee selection, placement, and promotion.",0.022493005599628607
"develop job specifications, job descriptions, or work schedules.",0.002567694703153951
"develop manuals, texts, workbooks, or related materials for use in conjunction with production materials or for training.",0.00883286977884959
"develop manuals, texts, workbooks, or related materials for use in conjunction with production materials.",0.006470590651947956
"develop marketing materials, proposals, or presentation to generate new work opportunities.",0.028347349522819615
"develop marketing plans for finished products, collaborating with sales associates to supervise product distribution.",0.005957051711317166
develop marketing strategies to compete with other individuals or companies who sell insurance.,0.008524746414471117
"develop master course documentation or manuals according to applicable accreditation, certification, or other requirements.",0.002464986915027793
develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.,0.03902895948794005
develop measurement tools to evaluate the effectiveness of instruction or training interventions.,0.010681609965120435
develop methods for integrating different products so they work properly together such as customizing commercial databases to fit specific needs.,0.03707751151354305
"develop methods to improve employment policies, processes, and practices, and recommend changes to management.",0.007703084109461853
"develop methods to monitor employee satisfaction with policies or working conditions, including grievance or complaint procedures.",0.0019514479743970028
develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.,0.0026704024912801087
develop network-related documentation.,0.004621850465677112
"develop new business by contacting potential clients, making sales presentations, and writing proposals.",0.006265175075695639
develop new chemical engineering processes or production techniques.,0.008627454202597275
"develop new or improved methods or products for controlling or eliminating weeds, crop diseases, or insect pests.",0.002156863550649319
"develop new or improved ways of preserving, processing, packaging, storing, and delivering foods, using knowledge of chemistry, microbiology, and other sciences.",0.0018487401862708444
develop new principles and new relationships between existing mathematical principles to advance mathematical science.,0.05967322490129782
develop new recipes for baked goods.,0.007394960745083378
develop new software applications or customize existing applications to meet specific scientific project needs.,0.09089639249164985
develop new styles and techniques.,0.002156863550649319
develop or adopt new tests or instruments to improve diagnosis of diseases.,0.0015406168218923706
develop or analyze information to assess the current or future financial status of firms.,0.08031749031465558
develop or apply data mining and machine learning algorithms.,0.7919797542408047
"develop or approve project plans, schedules, or budgets.",0.0017460323981446867
develop or assist in the development of transportation-related computer software or computer processes.,0.002773110279406267
"develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures.",0.011708687846382015
develop or coordinate fitness and wellness programs or services.,0.002156863550649319
develop or deliver proposals or presentations on topics such as the purchase or sale of energy.,0.002978525855658583
"develop or deliver training programs for health information technology, creating operating manuals as needed.",0.002567694703153951
develop or direct development of offering documents or marketing materials.,0.008422038626344958
develop or direct software system testing or validation procedures.,0.037180219301669204
develop or direct study courses or religious education programs within congregations.,0.004313727101298638
"develop or document reverse logistics management processes to ensure maximal efficiency of product recycling, reuse, or final disposal.",0.0038001881606678474
develop or document style guidelines for web site content.,0.03728292708979536
develop or implement data analysis algorithms.,0.007189545168831061
develop or implement electronic maintenance programs or computer information management systems.,0.008935577566975748
develop or implement fund investment policies or strategies.,0.007086837380704904
develop or implement marketing strategies.,0.07189545168831063
develop or implement plans and procedures for ophthalmologic services.,0.0016433246100185286
"develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information.",0.05453783549498991
develop or implement policy evaluation procedures for hydroelectric generation activities.,0.0017460323981446867
develop or implement procedures for ongoing web site revision.,0.1037348660074196
develop or implement procedures or systems to evaluate or select suppliers.,0.0026704024912801087
"develop or implement product-marketing strategies, including advertising campaigns or sales promotions.",0.0018487401862708444
develop or implement programs to improve sustainability or reduce the environmental impacts of engineering or architecture activities or operations.,0.004519142677550953
"develop or implement projects to improve efficiency, economy, or effectiveness of hydroelectric plant operations.",0.0015406168218923706
develop or implement quality control programs.,0.008935577566975748
develop or implement risk-assessment models or methodologies.,0.027936518370314987
"develop or implement treatment plans for problems such as stuttering, delayed language, swallowing disorders, or inappropriate pitch or harsh voice problems, based on own assessments and recommendations of physicians, psychologists, or social workers.",0.0016433246100185286
"develop or maintain applications that process biologically based data into searchable databases for purposes of analysis, calculation, or presentation.",0.053099926461223704
"develop or maintain archived procedures, procedural codes, or queries for applications.",0.006881421804452588
"develop or maintain cost estimates, forecasts, or cost models.",0.04139123861484169
develop or maintain internal or external company web sites.,0.08802057442411744
"develop or maintain models for logistics uses, such as cost estimating or demand forecasting.",0.0034920647962893734
develop or maintain online help documentation.,0.014379090337662123
develop or maintain payment systems to ensure accuracy of vendor payments.,0.021568635506493187
develop or maintain programs associated with automated production equipment.,0.005648928346938691
develop or maintain project reporting systems.,0.002875818067532425
"develop or maintain standards, such as organization, structure, or nomenclature, for the design of data warehouse elements, such as data architectures, models, tools, and databases.",0.006162467287569483
"develop or manage integrated security controls to ensure confidentiality, accountability, recoverability, or audit ability of sensitive information, proprietary information, or information technology resources.",0.010065363236363487
"develop or modify industrial electronic devices, circuits, or equipment, according to available specifications.",0.0023622791269016347
develop or monitor procedures to ensure adequate quality control of images.,0.0020541557625231607
"develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.",0.012633057939517437
develop or review specifications for design or construction of security systems.,0.004724558253803269
"develop or revise business plans for online business, emphasizing factors such as product line, pricing, inventory, or marketing strategy.",0.008627454202597275
develop or select specific software programs for various research scenarios.,0.005443512770686376
develop or test new methods or models of transportation analysis.,0.002464986915027793
develop or test photonic prototypes or models.,0.0026704024912801087
"develop or update procedures, policies, or standards.",0.002567694703153951
"develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",0.013352012456400544
"develop or use new non-destructive testing (ndt) methods such as acoustic emission testing, leak testing, and thermal or infrared testing.",0.0033893570081632153
"develop or validate specialized materials characterization procedures, such as thermal withstand, fatigue, notch sensitivity, abrasion, or hardness tests.",0.00729225295695722
"develop partnerships with businesses, communities, and other organizations to help meet identified educational needs and to provide school-to-work programs.",0.006162467287569483
"develop performance standards, and evaluate work in light of established standards.",0.0017460323981446867
"develop plans and estimate costs for installation of systems, utilization of facilities, or construction of structures.",0.007600376321335695
"develop plans for oil and gas field drilling, and for product recovery and treatment.",0.0017460323981446867
"develop plans or materials to communicate activities undertaken by organizations that are beneficial to the environment, public safety, or other important social issues.",0.003286649220037057
"develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.",0.031223167590352045
develop planting plans for clients to assist them to garden productively or achieve particular aesthetic effects.,0.007600376321335695
develop post-production models for films.,0.0017460323981446867
"develop preproduction ideas and incorporate them into outlines, scripts, story boards, and graphics.",0.0332773233528752
"develop pricing strategies, balancing firm objectives and customer satisfaction.",0.002978525855658583
"develop problem intervention procedures, using techniques such as interviews, consultations, role playing, and participant observation of group interactions.",0.010168071024489645
develop program plans for individuals or assist in plan development.,0.013249304668274384
develop programs or policy recommendations to achieve environmental goals in cost-effective ways.,0.0038001881606678474
develop proposals that include documentation for estimates.,0.016844077252689917
"develop rehabilitation or instructional plans collaboratively with clients, based on results of assessments, needs, and goals.",0.0020541557625231607
"develop rehabilitation plans that fit clients' aptitudes, education levels, physical abilities, and career goals.",0.0023622791269016347
"develop relationships and communicate with customers, site managers, developers, land owners, authorities, utility representatives, or residents.",0.0019514479743970028
develop reports or presentations to communicate the effectiveness of sustainability initiatives.,0.008113915261966484
develop safety procedures to be employed by workers operating equipment or working in close proximity to on-going chemical reactions.,0.002773110279406267
develop sales plans to introduce products in new markets.,0.002978525855658583
"develop set designs based on evaluation of scripts, budgets, research information, and available locations.",0.017563031769573023
develop software applications or programming to use for statistical modeling and graphic analysis.,0.03656397257291226
develop specialized computer software routines to customize and integrate image analysis.,0.0134547202445267
develop standards and guidelines to guide the use and acquisition of software and to protect vulnerable information.,0.11749770961632479
"develop statistical models or simulations of biochemical production, using statistical or modeling software.",0.006573298440074114
"develop story or content ideas, considering reader or audience appeal.",0.005340804982560217
develop strategies to advertise green products or merchandise to consumers.,0.008011207473840326
develop strategies to encourage new or increased contributions.,0.004929973830055586
"develop strategies, policies or procedures for introducing, evaluating or modifying information technology applied to nursing practice, administration, education, or research.",0.0016433246100185286
"develop sustainability project goals, objectives, initiatives, or strategies in collaboration with other sustainability professionals.",0.0022595713387754766
"develop sustainability reports, presentations, or proposals for supplier, employee, academia, media, government, public interest, or other groups.",0.0038001881606678474
"develop system engineering, software engineering, system integration, or distributed system architectures.",0.02516340809090872
develop system interaction or sequence diagrams.,0.016535953888311444
"develop systems that produce electricity using renewable energy sources, such as wind, solar, or biofuels.",0.0083193308382188
"develop teaching aids such as instructional software, multimedia visual aids, or study materials.",0.044986011199257214
"develop teaching materials, such as syllabi, visual aids, answer keys, supplementary notes, or course web sites.",0.28747909896511636
"develop teaching or training materials, such as handouts, study materials, or quizzes.",0.5376752708404373
develop testing procedures or direct activities of workers in laboratory.,0.008011207473840326
"develop tests, questionnaires, and procedures that measure the effectiveness of curricula and use these tools to determine whether program objectives are being met.",0.01458450591391444
develop theories based on personal observations or on observations and theories of other astronomers.,0.03194212210723515
"develop therapeutic and treatment plans based on clients' interests, abilities, and needs.",0.004519142677550953
develop three-dimensional simulations of automation systems.,0.002567694703153951
develop training materials and conduct training sessions on fire protection.,0.0016433246100185286
"develop training materials and procedures, or train users in the proper use of hardware or software.",0.0033893570081632153
develop training programs or routines designed to improve athletic performance.,0.008422038626344958
"develop transactional web applications, using web programming software and knowledge of programming languages, such as hypertext markup language (html) and extensible markup language (xml).",0.13690948157216865
"develop treatment plan to meet needs of patient, based on needs assessment, patient interests and objectives of therapy.",0.006470590651947956
"develop treatment plans based on diagnoses and on evaluation of factors such as age and general health, or procedural risks and costs.",0.002567694703153951
"develop treatment plans based on patients' histories and goals, the nature and severity of disorders, and treatment risks and benefits.",0.006984129592578747
"develop treatment plans based on scientific rationale, standards of care, and professional practice guidelines.",0.028860888463450408
develop visual aids and charts for use in lectures or to present evidence in court.,0.0018487401862708444
"develop web site maps, application models, image templates, or page templates that meet project goals, user needs, or industry standards.",0.12222226787012805
"develop work plans, including writing specifications or establishing material, manpower, or facilities needs.",0.0031839414319108986
"develop, administer and evaluate applicant tests.",0.002567694703153951
"develop, copy, or adapt designs for garments, and design patterns to fit measurements, applying knowledge of garment design, construction, styling, and fabric.",0.08288518501780953
"develop, implement or evaluate health information technology applications, tools, processes or structures to assist nurses with data management.",0.011297856693877383
"develop, implement, and evaluate methods of data collection, such as questionnaires or interviews.",0.009551824295732696
"develop, implement, modify, and document recordkeeping and accounting systems, making use of current computer technology.",0.1341363712927624
"develop, implement, or manage plans or programs related to conservation or management of natural resources.",0.005032681618181743
"develop, implement, or monitor security valuation policies.",0.006162467287569483
"develop, maintain, and analyze budgets, preparing periodic reports that compare budgeted costs to actual costs.",0.008113915261966484
"develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, web pages, electronic pathfinders, software programs, and online tutorials.",0.03409898565788447
"develop, or contribute to the development of, educational or outreach programs on the environment or climate change.",0.004724558253803269
"develop, or oversee the development of, marketing or outreach media for sustainability projects or events.",0.004108311525046321
"develop, present, or respond to proposals for specific customer requirements, including request for proposal responses and industry-specific solutions.",0.008422038626344958
"develop, recommend, or manage security procedures for operations or processes, such as security call centers, system acquisition, development, and maintenance, access control, program models, or reporting tools.",0.01766573955769918
"develop, standardize, evaluate, or modify procedures, techniques, or tests used in the analysis of specimens or in medical laboratory experiments.",0.020438849837105446
"develop, test, or program new robots.",0.009243700931354223
"devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data.",0.011400564482003541
"devise or evaluate methods and procedures for collecting data, such as surveys, opinion polls, and questionnaires.",0.01304388909202207
"devise scalable recovery, purification, or fermentation processes for producing proteins or other biological substances for human or animal therapeutic use, food production or processing, biofuels, or effluent treatment.",0.0019514479743970028
devise testing methods to evaluate the effects of various conditions on particular materials.,0.0038001881606678474
"devise trading, option, or hedge strategies.",0.022801128964007083
devise ways in which congregational membership can be expanded.,0.0031839414319108986
"diagnose and correct problems from remote locations, using special switchboards to find the sources of problems.",0.0018487401862708444
diagnose and resolve media system problems.,0.006367882863821797
"diagnose and treat conditions such as chemical dependency, alcohol dependency, acquired immune deficiency syndrome (aids) dementia, and environmental toxin exposure.",0.004929973830055586
diagnose and treat hearing or related disabilities under the direction of an audiologist.,0.0017460323981446867
diagnose and treat pediatric populations for conditions such as learning disabilities with developmental or organic bases.,0.0022595713387754766
"diagnose diseases or study medical conditions using techniques such as gross pathology, histology, cytology, cytopathology, clinical chemistry, immunology, flow cytometry, and molecular biology.",0.007497668533209536
"diagnose faults or malfunctions to determine required repairs, using engine diagnostic equipment such as computerized test equipment and calibration devices.",0.003286649220037057
"diagnose malfunctioning systems, apparatus, or components, using test equipment and hand tools to locate the cause of a breakdown and correct the problem.",0.0033893570081632153
"diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary.",0.011297856693877383
diagnose or treat disorders of the musculoskeletal system.,0.0023622791269016347
"diagnose or treat injuries, disorders, or diseases of the eye and eye structures including the cornea, sclera, conjunctiva, or eyelids.",0.008627454202597275
"diagnose, test, or analyze the performance of electrical components, assemblies, or systems.",0.03954249842857084
"diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.",2.8159394270548748
diagram supply chain models to help facilitate discussions with customers.,0.0020541557625231607
direct activities for stopping the spread of infections in facilities such as hospitals.,0.0030812336437847413
"direct and coordinate construction, erection, or decoration activities in order to ensure that sets or exhibits meet design, budget, and schedule requirements.",0.010065363236363487
"direct collection of monthly assessments, rental fees, and deposits and payment of insurance premiums, mortgage, taxes, and incurred operating expenses.",0.0017460323981446867
"direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, or harvesting.",0.0039028959487940056
"direct live broadcasts, films and recordings, or non-broadcast programming for public entertainment or education.",0.0018487401862708444
direct or coordinate activities of businesses involved with buying or selling investment products or financial services.,0.016844077252689917
"direct or coordinate an organization's financial or budget activities to fund operations, maximize investments, or increase efficiency.",0.011811395634508174
direct or provide home health services.,0.07312794514582452
"direct or train workers to install, maintain, or repair electrical wiring, equipment, or fixtures.",0.0033893570081632153
"direct preparation and distribution of written and verbal information to inform employees of benefits, compensation, and personnel policies.",0.0033893570081632153
direct software programming and development of documentation.,0.004005603736920163
"direct, coordinate, and evaluate the activities of personnel, including support staff, engaged in administering academic institutions, departments or alumni organizations.",0.0038001881606678474
"direct, coordinate, or advise personnel in test procedures for analyzing components or physical properties of materials.",0.0018487401862708444
disclose merchant information and terms and policies of transactions in online or offline materials.,0.0018487401862708444
discuss data presentation requirements with clients.,0.02916901182782888
"discuss filter options, lens choices, and the visual effects of objects being filmed with photography directors and video operators.",0.002156863550649319
discuss illnesses and treatments with patients and family members.,0.024341745785899455
discuss test results and analyses with customers.,0.010270778812615804
discuss the treatment of problems with clients.,0.07826333455213241
discuss translation requirements with clients and determine any fees to be charged for services provided.,0.0035947725844155307
"dispense herbal formulas and inform patients of dosages and frequencies, treatment duration, possible side effects and drug interactions.",0.0030812336437847413
"display commercial, industrial, agricultural, and residential properties to clients and explain their features.",0.006470590651947956
"disseminate information about nursing informatics science and practice to the profession, other health care professions, nursing students, and the public.",0.003286649220037057
"disseminate information by writing reports and scientific papers or journal articles, and by making presentations and giving talks for schools, clubs, interest groups and park interpretive programs.",0.004519142677550953
"disseminate information regarding tools, reports, or metadata enhancements.",0.01817927849832997
"disseminate research by writing reports, publishing papers, or presenting at professional conferences.",0.0033893570081632153
"disseminate research results through academic publications, written reports, or public presentations.",0.00575163613506485
"distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, drug references, and other sources on anatomy, physiology, and medicine.",0.008422038626344958
distinguish between physiologically and psychologically based disorders and diagnose appropriately.,0.0015406168218923706
distribute compiled geodetic data to government agencies or the general public.,0.0020541557625231607
"distribute or regulate the flow of power between entities, such as generating stations, substations, distribution lines, or users, keeping track of the status of circuits or connections.",0.0019514479743970028
"document account activities, generate reports, and keep records of business transactions with customers and suppliers.",0.0026704024912801087
"document all database changes, modifications, or problems.",0.028552765099071932
"document and communicate database schemas, using accepted notations.",0.043342686589238684
document and maintain records of precision agriculture information.,0.004519142677550953
"document computer security and emergency measures policies, procedures, and tests.",0.0300933819209643
"document data related to patients' care including assessment results, interventions, medications, patient responses, or treatment changes.",0.004108311525046321
"document design processes including objectives, issues, and outcomes.",0.003286649220037057
"document design specifications, installation instructions, and other system-related information.",0.007189545168831061
"document examination results, treatment plans, and patients' outcomes.",0.009551824295732696
document findings of physical examinations.,0.002875818067532425
"document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.",0.02454716136215177
document methods used and write technical reports containing information collected.,0.024341745785899455
"document non-destructive testing (ndt) methods, processes, or results.",0.09151263922040681
"document or otherwise report observations of patient behavior, complaints, or physical symptoms to nurses.",0.0015406168218923706
document or review comprehensive patients' histories with an emphasis on occupation or environmental risks.,0.008730161990723432
document or review patients' histories.,0.0026704024912801087
"document patient information including session notes, progress notes, recommendations, and treatment plans.",0.0031839414319108986
"document patients' health histories, symptoms, physical conditions, or other diagnostic information.",0.004621850465677112
"document patients' medical and psychological histories, physical assessment results, diagnoses, treatment plans, prescriptions, or outcomes.",0.0039028959487940056
document patients' medical histories and assessment findings.,0.002978525855658583
document patients' medical histories.,0.006676006228200272
"document patients' treatment plans, interventions, outcomes, or plan revisions.",0.004827266041929427
document procedures for hardware and software installation and use.,0.0166386616764376
"document robotic application development, maintenance, or changes.",0.008935577566975748
document route of specimens from collection to laboratory analysis and diagnosis.,0.004827266041929427
"document security transactions, such as purchases, sales, conversions, redemptions, or payments, using computers, accounting ledgers, or certificate records.",0.006162467287569483
"document software defects, using a bug tracking system, and report defects to software developers.",0.07898228906901553
"document specifications for business intelligence or information technology (it) reports, dashboards, or other outputs.",0.008627454202597275
document technical functions and specifications for new or proposed content management systems.,0.02557423924341335
document technical specifications and operating standards for telecommunications equipment.,0.004724558253803269
"document test results, using cameras, spreadsheets, documents, or other tools.",0.013968259185157494
"document the performance, interpretation, or outcomes of all procedures performed.",0.00575163613506485
"document, design, code, or test geographic information systems (gis) models, internet mapping solutions, or other applications.",0.005443512770686376
"draft or proofread judicial opinions, decisions, or citations.",0.012324934575138965
draft speeches for company executives and arrange interviews and other forms of contact for them.,0.00729225295695722
"draw and print charts, graphs, illustrations, and other artwork, using computer.",0.002156863550649319
"draw charts and graphs, using computer spreadsheets, to illustrate technical reports.",0.024341745785899455
draw conclusions or make predictions based on data summaries or statistical analyses.,0.08370684732281879
"draw cutting lines on material following patterns, templates, sketches, or blueprints, using chalk, pencils, paint, or other methods.",0.002156863550649319
"draw rough and detailed scale plans for foundations, buildings, and structures, based on preliminary concepts, sketches, engineering calculations, specification sheets, and other data.",0.0017460323981446867
draw up contracts for advertising work and collect payments due.,0.0023622791269016347
"drive taxicabs, limousines, company cars, or privately owned vehicles to transport passengers.",0.0023622791269016347
edit and submit protocols and other required research documentation.,0.017460323981446865
"edit broadcast material electronically, using computers.",0.002875818067532425
"edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.",0.007394960745083378
edit historical society publications.,0.003697480372541689
"edit instructional materials, such as books, simulation exercises, lesson plans, instructor guides, and tests.",0.2746406254493466
edit manuscripts for professional journals.,0.01930906416771771
edit news material to ensure that it fits within available time or space.,0.0017460323981446867
edit or assist in editing videos for broadcast.,0.010578902176994276
"edit or rewrite existing copy as necessary, and submit copy for approval by supervisor.",0.33071907776622883
edit videotapes by erasing and removing portions of programs and adding video or sound as required.,0.0035947725844155307
"edit, standardize, or make changes to material prepared by other writers or establishment personnel.",0.362661199873464
"educate clients or community members about mental or physical illness, abuse, medication, or available community resources.",0.010989733329498909
"educate healthcare workers, patients, and the public about infectious and communicable diseases, including disease transmission and prevention.",0.00575163613506485
"educate or advise clients on animal health care, nutrition, or behavior problems.",0.020028018684600815
"educate patients about diagnoses, prognoses, or treatments.",0.0440616411061218
educate patients about health care management.,0.0033893570081632153
educate patients about maintenance and promotion of healthy vision.,0.027628395005936512
"educate patients about self-management of acute or chronic illnesses, tailoring instructions to patients' individual circumstances.",0.014379090337662123
"educate patients and family members about mental health and medical conditions, preventive health measures, medications, or treatment plans.",0.026498609336548767
"educate patients and family members regarding prenatal, intrapartum, postpartum, newborn, or interconceptional care.",0.0015406168218923706
"educate patients and their families about their conditions and teach appropriate disease management techniques, such as breathing exercises or the use of medications or respiratory equipment.",0.020233434260853132
"educate patients on topics such as meditation, ergonomics, stretching, exercise, nutrition, the healing process, breathing, and relaxation techniques.",0.0015406168218923706
"electronically sort and compile text and numerical data, retrieving, updating, and merging documents as required.",0.005648928346938691
employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions.,0.023622791269016348
"encourage clients to express their feelings and discuss what is happening in their lives, helping them to develop insight into themselves or their relationships.",0.015611583795176022
encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner.,0.053099926461223704
encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.,0.010681609965120435
enforce safety rules and regulations.,0.004313727101298638
"enforce safety, health, and security rules.",0.002156863550649319
"engineer, install, maintain, or repair security systems, programmable logic controls, or other security-related electronic systems.",0.006265175075695639
enhance the cultural sensitivity of elementary and secondary curricula and classroom interactions in collaboration with educators and teachers.,0.0023622791269016347
"enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.",0.0023622791269016347
ensure adherence to safety rules and practices.,0.0022595713387754766
enter codes and instructions to program computer-controlled machinery.,0.016844077252689917
"enter commands or load control media, such as tapes, cards, or disks, into machine controllers to retrieve programmed instructions.",0.002978525855658583
enter data into computers for use in analyses or reports.,0.009449116507606539
enter data into computers to record characteristics of nuclear events or to locate coordinates of particles.,0.006367882863821797
"enter data, such as demographic characteristics, history and extent of disease, diagnostic procedures, or treatment into computer.",0.0039028959487940056
"enter or retrieve information from structural databases, protein sequence motif databases, mutation databases, genomic databases or gene expression databases.",0.010168071024489645
"enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.",0.03707751151354305
"enter, position, and alter text size, using computers, to make up and arrange pages so that printed materials can be produced.",0.012838473515769755
"establish and maintain effective working relationships with clients, government officials, and media representatives and use these relationships to develop new business opportunities.",0.0026704024912801087
establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter.,0.0017460323981446867
"establish budgets, and work within budgetary limits.",0.002567694703153951
"establish clear objectives for all lessons, units, and projects, and communicate these objectives to students.",0.0018487401862708444
establish contacts with employers to create internship and employment opportunities for students.,0.0017460323981446867
establish payment priorities according to credit terms and interest rates to reduce clients' overall costs.,0.0018487401862708444
establish procedures or systems for publishing document submissions either in hardcopy or electronic formats.,0.00575163613506485
establish system operating or training requirements to ensure optimized human-machine interfaces.,0.0023622791269016347
establish tables of accounts and assign entries to proper accounts.,0.0026704024912801087
"estimate amounts and costs of required supplies, such as food and ingredients.",0.004929973830055586
estimate cost of completed work or of needed renovations or upgrades.,0.004211019313172479
estimate cost of restoration work.,0.002464986915027793
estimate costs of vehicle repair.,0.002567694703153951
"estimate food, liquor, wine, and other beverage consumption to anticipate amounts to be purchased or requisitioned.",0.006778714016326431
"estimate labor, material, or construction costs for budget preparation purposes.",0.010270778812615804
estimate market value of products or services.,0.003697480372541689
"estimate material requirements and costs, and present design to client for approval.",0.008011207473840326
estimate materials and labor required to complete roofing jobs.,0.0017460323981446867
estimate or predict the effects of global warming over time for specific geographic regions.,0.002156863550649319
"estimate time for debt repayment given amount of debt, interest rates, and available funds.",0.025882362607791823
evaluate advertising and promotion programs for compatibility with public relations efforts.,0.004416434889424795
evaluate and compare the relative quality of various securities in a given industry.,0.009962655448237328
"evaluate and grade examinations, assignments, or papers and record grades.",0.02136321993024087
"evaluate and grade students' class work, assignments, and papers.",0.17532219433135174
"evaluate and grade students' class work, assignments, papers, and oral presentations.",0.061111133935064024
"evaluate and grade students' class work, laboratory work, assignments, and papers.",0.009551824295732696
"evaluate and grade students' class work, laboratory work, projects, assignments, and papers.",0.009346408719480382
"evaluate and grade students' class work, performances, projects, assignments, and papers.",0.010168071024489645
"evaluate and grade students' work, including work performed in design studios.",0.003697480372541689
"evaluate and select information or other technology solutions to improve tracking and reporting of materials or products distribution, storage, or inventory.",0.002773110279406267
evaluate and select providers of services according to customer requirements.,0.0030812336437847413
"evaluate applications, records, or documents to gather information about eligibility or liability issues.",0.0020541557625231607
evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations.,0.002875818067532425
"evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",0.2691971126786602
evaluate costs and revenue of agreements to determine continued profitability.,0.005032681618181743
"evaluate curricula, teaching methods, and programs to determine their effectiveness, efficiency, and utilization, and to ensure that school activities comply with federal, state, and local regulations.",0.04621850465677112
evaluate data and write reports to validate or indicate deviations from existing standards.,0.0034920647962893734
evaluate effectiveness of current or future logistical processes.,0.0015406168218923706
"evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.",0.012324934575138965
"evaluate employee performance and recommend personnel actions such as promotions, transfers, and dismissals.",0.0017460323981446867
evaluate environmental characteristics such as venue size and lighting plans in order to determine makeup requirements.,0.0019514479743970028
evaluate existing systems to determine effectiveness and suggest changes to meet organizational requirements.,0.009140993143228065
"evaluate factors such as reporting formats required, cost constraints, or need for security restrictions to determine hardware configuration.",0.004621850465677112
"evaluate financial reporting systems, accounting or collection procedures, or investment activities and make recommendations for changes to procedures, operating systems, budgets, or other financial control functions.",0.018384694074582285
evaluate findings and develop strategies and arguments in preparation for presentation of cases.,0.0030812336437847413
evaluate food processing and storage operations and assist in the development of quality assurance programs for such operations.,0.004313727101298638
evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses.,0.01201681121076049
"evaluate instructor performance and the effectiveness of training programs, providing recommendations for improvement.",0.011400564482003541
"evaluate land and neighborhoods where properties are situated, considering locations and trends or impending changes that could influence future values.",0.0033893570081632153
"evaluate material properties, using radio astronomy, voltage and amperage measurement, or rheometric flow measurement.",0.008730161990723432
evaluate mortgage options to help clients obtain financing at the best prevailing rates and terms.,0.025266115879034875
evaluate network designs to determine whether customer requirements are met efficiently and effectively.,0.002978525855658583
evaluate new technologies to enhance or complement current research.,0.002156863550649319
"evaluate or make recommendations for standards of care or clinical operations, ensuring compliance with applicable regulations, ethics, legislation, or policies.",0.004827266041929427
evaluate or recommend server hardware or software.,0.05515408222374686
evaluate or recommend software for testing or bug tracking.,0.0261904859721703
evaluate patients' progress and prepare reports that detail progress.,0.0018487401862708444
evaluate potential health hazards or damage that could occur from product misuse.,0.0015406168218923706
evaluate power production or demand trends to identify opportunities for improved operations.,0.009962655448237328
"evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.",0.0015406168218923706
"evaluate programs and policies, and make related recommendations to institutions and organizations.",0.005032681618181743
evaluate project plans and proposals to assess feasibility issues.,0.002567694703153951
"evaluate recruitment or selection criteria to ensure conformance to professional, statistical, or testing standards, recommending revisions, as needed.",0.009038285355101906
evaluate sources of information to determine any limitations in terms of reliability or usability.,0.3995332958107547
"evaluate staff performance, recording evaluations on appropriate forms.",0.0018487401862708444
"evaluate students' or individuals' abilities, interests, and personality characteristics using tests, records, interviews, or professional sources.",0.013249304668274384
"evaluate the daily living skills or capacities of physically, developmentally, or emotionally disabled clients.",0.002773110279406267
evaluate the effectiveness of distance learning programs in promoting knowledge or skill acquisition.,0.007908499685714167
"evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.",0.002875818067532425
"evaluate the organization's technology use and needs and recommend improvements, such as hardware and software upgrades.",0.012530350151391279
"evaluate the performance of vendors, contract employees, or other service providers to ensure quality and cost-efficiency.",0.0015406168218923706
"evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.",0.004621850465677112
"evaluate the use of technologies, such as global positioning systems (gps), radio-frequency identification (rfid), route navigation software, or satellite linkup systems, to improve transportation efficiency.",0.036153141420407625
"evaluate training materials prepared by instructors, such as outlines, text, or handouts.",0.009859947660111171
evaluate transportation vehicles or auxiliary equipment for purchase by considering factors such as fuel economy or aerodynamics.,0.0039028959487940056
"evaluate treatment outcomes and recommend new or altered treatments as necessary to further promote, restore, or maintain health.",0.008011207473840326
evaluate violations or problems discovered during inspections to determine appropriate regulatory actions or to provide advice on the development and prosecution of regulatory cases.,0.0022595713387754766
"examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",0.002156863550649319
examine and inspect machines to detect malfunctions.,0.002464986915027793
"examine and test machinery, equipment, components, and parts for defects to ensure proper functioning.",0.0016433246100185286
examine animals and specimens to detect the presence of disease or other problems.,0.0019514479743970028
examine animals to detect symptoms of illness or injury.,0.0020541557625231607
"examine cell samples to detect abnormalities in the color, shape, or size of cellular components and patterns.",0.003697480372541689
"examine chemical or biological samples to identify cell structures or to locate bacteria or extraneous material, using a microscope.",0.0083193308382188
examine children regularly to assess their growth and development.,0.010784317753246593
examine claims forms and other records to determine insurance coverage.,0.0019514479743970028
"examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications.",0.004519142677550953
"examine drawings, negatives, or photographic prints to determine coloring, shading, accenting, or other changes required for retouching or restoration.",0.011811395634508174
"examine immigration applications, visas, and passports and interview persons to determine eligibility for admission, residence, and travel in the u.s.",0.03368815450537983
examine legal documents submitted to courts for adherence to laws or court procedures.,0.004621850465677112
"examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.",0.0035947725844155307
examine merchandise to ensure that it is correctly priced and displayed and that it functions as advertised.,0.0018487401862708444
examine microscopic samples to identify diseases or other abnormalities.,0.020541557625231608
examine museum collections of hominid fossils to classify anatomical and physiological variations and to determine how they fit into evolutionary theory.,0.006676006228200272
examine objects to be included in exhibits in order to plan where and how to display them.,0.017973862922077657
"examine objects, systems, or facilities and analyze information to determine needed installations, services, or repairs.",0.009757239871985013
"examine or test crops or products to estimate their value, determine their grade, or locate any evidence of disease or insect damage.",0.0035947725844155307
"examine parts for damage or excessive wear, using micrometers and gauges.",0.002567694703153951
examine photographic images for obvious imperfections prior to plate making.,0.0015406168218923706
"examine physiological, morphological, and cultural characteristics, using microscope, to identify and classify microorganisms in human, water, and food specimens.",0.018898233015213078
examine records and interview workers to ensure recording of transactions and compliance with laws and regulations.,0.0020541557625231607
"examine records, reports, or other documents to establish facts or detect discrepancies.",0.012633057939517437
"examine sketches, diagrams, samples, blueprints, or photographs to decide how designs are to be etched, cut, or engraved onto workpieces.",0.0030812336437847413
"examine sketches, photographs, and plaster models in order to obtain desired character image depiction.",0.010681609965120435
examine societal issues and their relationship with both technical systems and the environment.,0.0440616411061218
examine specimens to detect abnormal hormone conditions.,0.0023622791269016347
examine specimens using microscopes to evaluate specimen quality.,0.003697480372541689
"examine teeth, gums, and related tissues, using dental instruments, x-rays, or other diagnostic equipment, to evaluate dental health, diagnose diseases or abnormalities, and plan appropriate treatments.",0.0030812336437847413
"examine the type and location of nearby services, such as shopping centers, schools, parks, and other neighborhood features, to evaluate their impact on property values.",0.0015406168218923706
"examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.",0.0998319700586256
"examine, evaluate, or process loan applications.",0.004621850465677112
execute or manage social media campaigns to inform search marketing tactics.,0.0022595713387754766
"explain and calculate parking charges, collect fees from customers, and respond to customer complaints.",0.002773110279406267
explain and demonstrate artistic techniques.,0.08093373704341253
"explain and demonstrate the use of sports and training equipment, such as trampolines or weights.",0.004313727101298638
explain and enforce safety regulations and policies.,0.0030812336437847413
explain and enforce safety rules and regulations.,0.006778714016326431
explain changes in contract provisions to customers.,0.002567694703153951
"explain company personnel policies, benefits, and procedures to employees or job applicants.",0.009243700931354223
explain contracts or related documents to customers.,0.0026704024912801087
explain design specifications to integration or test engineers.,0.02290383675213324
"explain diagnostic procedures such as chorionic villus sampling (cvs), ultrasound, fetal blood sampling, and amniocentesis.",0.00729225295695722
explain drawings to production or construction teams and provide adjustments as necessary.,0.0015406168218923706
explain exercise program or physiological testing procedures to participants.,0.0115032722701297
explain federal and state tax laws to individuals and companies.,0.09654532083858855
"explain general financial topics to clients, such as credit report ratings, bankruptcy laws, consumer protection laws, wage attachments, or collection actions.",0.16053227284118501
"explain how various menu items are prepared, describing ingredients and cooking methods.",0.002464986915027793
"explain magnetic resonance imaging (mri) procedures to patients, patient representatives, or family members.",0.0035947725844155307
explain medical instructions to patients or family members.,0.004519142677550953
explain necessary bookkeeping requirements for customer to implement and provide group insurance program.,0.011914103422634333
explain or demonstrate correct operation or preventive maintenance of medical equipment to personnel.,0.002464986915027793
"explain policies, procedures, or services to patients using medical or administrative knowledge.",0.014173674761409807
explain procedures and discuss test results or prescribed treatments with patients and parents or guardians.,0.0022595713387754766
explain procedures and discuss test results or prescribed treatments with patients.,0.01602241494768065
explain procedures and observe patients to ensure safety and comfort during scan.,0.003286649220037057
explain procedures or forms to parties in cases or to the general public.,0.021157804353988553
explain procedures to patients to reduce anxieties and obtain cooperation.,0.0022595713387754766
"explain procedures to patients, family members, staff members or others.",0.005648928346938691
explain products or services and prices and demonstrate use of products.,0.004621850465677112
"explain products or services and prices, and answer questions from customers.",0.03533147911539836
"explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",0.006265175075695639
"explain recommendations, policies, procedures, requirements, or other related information to residents or building owners.",0.005135389406307902
"explain rental fees, policies, and procedures.",0.007189545168831061
"explain services or policies to clients, such as debt management program rules, the advantages and disadvantages of using services, or creditor concession policies.",0.017049492828942234
explain stock market terms or trading practices to clients.,0.06039217941818092
explain survey objectives and procedures to interviewees and interpret survey questions to help interviewees' comprehension.,0.003697480372541689
explain test procedures and safety precautions to patients and provide them with assistance during test procedures.,0.007394960745083378
explain testing procedures to patients to obtain cooperation and reduce anxiety.,0.007497668533209536
"explain the origins and physical, social, or cultural development of humans, including physical attributes, cultural traditions, beliefs, languages, resource management practices, and settlement patterns.",0.10876754762560135
explain to claimants how they can appeal rulings that go against them.,0.0016433246100185286
explain to clients the personal financial advisor's responsibilities and the types of services to be provided.,0.020233434260853132
explain to customers how specific types of advertising will help promote their products or services in the most effective way possible.,0.01037348660074196
"explain to customers the different types of loans and credit options that are available, as well as the terms of those services.",0.05217555636808828
explain treatment procedures to patients to gain cooperation and allay fears.,0.01304388909202207
"explain treatment procedures, medications, diets, or physicians' instructions to patients.",0.002875818067532425
"extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.",0.006265175075695639
"fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.",0.0023622791269016347
"file and store completed documents on computer hard drive or disk, or maintain a computer filing system to store, retrieve, update and delete documents.",0.020438849837105446
"file, type, or operate standard office machines.",0.002567694703153951
"fill cracks, holes, or joints with caulk, putty, plaster, or other fillers, using caulking guns or putty knives.",0.0016433246100185286
"fill out and maintain client-related paperwork, including federal- and state-mandated forms, client diagnostic records, and progress notes.",0.0017460323981446867
"fit, alter, repair, and make made-to-measure clothing, according to customers' and clothing manufacturers' specifications and fit, and applying principles of garment design, construction, and styling.",0.0016433246100185286
follow ethical codes that protect the confidentiality of information.,0.008524746414471117
"follow recipes to produce food products of specified flavor, texture, clarity, bouquet, or color.",0.042110193131724795
"forecast and track marketing and sales trends, analyzing collected data.",0.00575163613506485
"formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",0.009346408719480382
"formulate environmental plan to be practical, esthetic, and conducive to intended purposes, such as raising productivity or selling merchandise.",0.002464986915027793
formulate general rules that describe and predict the development and behavior of cultures and social institutions.,0.04426705668237411
"formulate herbal preparations to treat conditions considering herbal properties such as taste, toxicity, effects of preparation, contraindications, and incompatibilities.",0.005135389406307902
"formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.",0.002567694703153951
"formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.",0.019411771955843867
formulate or implement sustainability campaign or marketing strategies.,0.005032681618181743
formulate or modify recipes for specific kinds of food products.,0.008730161990723432
"formulate recommendations, policies, or plans to solve economic problems or to interpret markets.",0.027114856065305722
"formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.",0.01509804485454523
furnish customers with information on events or activities.,0.007086837380704904
furnish taxpayers with sufficient information and advice to ensure correct tax form completion.,0.00883286977884959
"gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.",0.0030812336437847413
"gather and compile geographic data from sources including censuses, field observations, satellite imagery, aerial photographs, and existing maps.",0.005443512770686376
gather and organize information on problems or procedures.,0.0026704024912801087
gather and organize information to plan advertising campaigns.,0.004313727101298638
"gather data from sources such as surface or upper air stations, satellites, weather bureaus, or radar for use in meteorological reports or forecasts.",0.007600376321335695
"gather data on competitors and analyze their prices, sales, and method of marketing and distribution.",0.008730161990723432
"gather diagnostic data from sources such as case documentation, observations of clients, or interviews with clients or family members.",0.0026704024912801087
gather financial documents related to investigations.,0.002978525855658583
"gather historical data from sources such as archives, court records, diaries, news files, and photographs, as well as collect data sources such as books, pamphlets, and periodicals.",0.048580783783672754
"gather information from caregivers, nurses, or physicians about patient condition, treatment plans, or appropriate activities.",0.0016433246100185286
"gather information from doctors, schools, social workers, juvenile counselors, law enforcement personnel, and others to make recommendations to courts for resolution of child custody or visitation disputes.",0.0017460323981446867
gather information related to projects' environmental sustainability or operational efficiency.,0.0018487401862708444
"gather intelligence information by field observation, confidential information sources, or public records.",0.0031839414319108986
"gather records pertinent to specific problems, review them for completeness and accuracy, and attach records to correspondence as necessary.",0.005648928346938691
"gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases.",0.002773110279406267
"generate lists of properties for sale, their locations, descriptions, and available financing options, using computers.",0.006778714016326431
generate lists of properties that are compatible with buyers' needs and financial resources.,0.005340804982560217
generate or identify sales leads for green products and technologies.,0.009038285355101906
generate solar energy customer leads to develop new accounts.,0.002567694703153951
"generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",0.22564901051316918
give advice on sightseeing and shopping.,0.004416434889424795
"grade food products according to government regulations or according to type, color, bouquet, and moisture content.",0.0018487401862708444
greet customers and ascertain what each customer wants or needs.,0.042315608707977105
greet customers and ask about the quality of service they are receiving.,0.0230065445402594
greet customers entering establishments.,0.07970124358589863
"greet passengers, provide information, and answer questions concerning fares, schedules, transfers, and routings.",0.0035947725844155307
greet visitors or callers and handle their inquiries or direct them to the appropriate persons according to their needs.,0.027012148277179564
"guide and counsel students with adjustment or academic problems, or special academic interests.",0.00575163613506485
guide clients in the development of skills or strategies for dealing with their problems.,0.4024091138782872
"guide clients in the gathering of information, such as bank account records, income tax returns, life and disability insurance records, pension plans, or wills.",0.002978525855658583
hear and resolve complaints from customers or the public.,0.005443512770686376
help develop or monitor family schedule.,0.004724558253803269
"help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed.",0.020130726472726974
"help physicians, radiation oncologists, or clinical physicists to prepare physical or technical aspects of radiation treatment plans, using information about patient condition and anatomy.",0.0026704024912801087
help programmers and systems analysts test and debug new programs.,0.1392717606990703
"hold public meetings with government officials, social scientists, lawyers, developers, the public, or special interest groups to formulate, develop, or address issues regarding land use or community plans.",0.002773110279406267
"identify and analyze areas of potential risk to the assets, earning capacity, or success of organizations.",0.006265175075695639
identify and analyze industry or geographic trends with business strategy implications.,0.010784317753246593
"identify and approve equipment and elements required for productions, such as scenery, lights, props, costumes, choreography, and music.",0.012222226787012805
identify and build relationships with potential donors.,0.004519142677550953
"identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata.",0.0018487401862708444
"identify and document goals, anticipated progress, and plans for reevaluation.",0.003286649220037057
identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.,0.0019514479743970028
"identify and implement benefits to increase the quality of life for employees, by working with brokers and researching benefits issues.",0.0015406168218923706
"identify and quantify drugs or poisons found in biological fluids or tissues, in foods, or at crime scenes.",0.002875818067532425
identify and recommend environmentally-friendly business practices.,0.0020541557625231607
identify and recruit potential volunteer workers.,0.0033893570081632153
identify and report problems in obtaining valid data.,0.03235295325973978
identify and report safety concerns to maintain a safe shopping and working environment.,0.0016433246100185286
"identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors.",0.0015406168218923706
"identify and resolve equipment malfunctions, working with manufacturers or field representatives as necessary to procure replacement parts.",0.0018487401862708444
identify and respond to emergency physical or mental health situations.,0.008011207473840326
"identify and share research, recommendations, or other information regarding legal liabilities, risk management, or quality of care.",0.006265175075695639
identify and troubleshoot equipment problems.,0.004313727101298638
identify appropriate key performance indicators (kpis) and report key metrics from digital campaigns.,0.004108311525046321
"identify case issues and evidence needed, based on analysis of charges, complaints, or allegations of law violations.",0.003286649220037057
identify compliance issues that require follow-up or investigation.,0.0039028959487940056
identify defects in solid materials using ultrasonic testing techniques.,0.004621850465677112
identify energy savings opportunities and make recommendations to achieve more energy efficient operation.,0.007908499685714167
"identify environmental requirements of a particular species, and select and oversee the preparation of sites for species cultivation.",0.00883286977884959
identify funding sources and write grant proposals for eligible programs or services.,0.002978525855658583
identify group or individual target investors for a specific fund.,0.002773110279406267
identify individual or transaction targets to direct intelligence collection.,0.004827266041929427
"identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (pv) arrays.",0.004313727101298638
identify issues for research and analysis.,0.02074697320148392
"identify key risks and mitigating factors of potential investments, such as asset types and values, legal and ownership structures, professional reputations, customer bases, or industry segments.",0.004108311525046321
"identify main client groups and audiences, determine the best way to communicate publicity information to them, and develop and implement a communication plan.",0.002464986915027793
identify marketing channels for green products or services.,0.0015406168218923706
identify methods for interfacing web application technologies with enterprise resource planning or other system software.,0.02187675887087166
identify new applications for existing nanotechnologies.,0.002978525855658583
"identify opportunities for strategic improvement or mitigation of business interruption and other risks caused by business, regulatory, or industry-specific change initiatives.",0.0020541557625231607
identify opportunities or develop channels for purchase or sale of securities or commodities.,0.006367882863821797
"identify opportunities to improve plant electrical equipment, controls, or process control methodologies.",0.005032681618181743
"identify opportunities to improve the operation, maintenance, or energy efficiency of building or process systems.",0.0022595713387754766
"identify opportunities to reuse or recycle materials to minimize consumption of new materials, minimize waste, or to convert wastes to by-products.",0.0018487401862708444
"identify or classify species of insects or allied forms, such as mites or spiders.",0.005854343923191008
identify or investigate new opportunities for materials to be collected and recycled.,0.002464986915027793
identify or maintain links to and from other web sites and check links to ensure proper functioning.,0.05217555636808828
"identify or recommend integrated weed and pest management (ipm) strategies, such as resistant plants, cultural or behavioral controls, soil amendments, insects, natural enemies, barriers, or pesticides.",0.006573298440074114
identify or separate waste products or materials for recycling or reuse.,0.0035947725844155307
"identify plants as well as problems such as diseases, weeds, and insect pests.",0.0015406168218923706
"identify potential clients, using advertising campaigns, mailing lists, or personal contacts.",0.010270778812615804
identify potential for loss and develop strategies to eliminate it.,0.0300933819209643
"identify prospective customers by using business directories, following leads from existing clients, participating in organizations and clubs, and attending trade shows and conferences.",0.002464986915027793
"identify psychological, emotional, or behavioral issues and diagnose disorders, using information obtained from interviews, tests, records, and reference materials.",0.021260512142114715
"identify relationships and trends in data, as well as any factors that could affect the results of research.",0.053408049825602176
"identify risks for natural disasters, such as mudslides, earthquakes, or volcanic eruptions.",0.0019514479743970028
identify solutions to on-site technical design problems involving electrical systems equipment.,0.026601317124674933
"identify spatial coordinates, using remote sensing and global positioning system (gps) data.",0.0039028959487940056
"identify staff vacancies and recruit, interview and select applicants.",0.0017460323981446867
"identify stations, and introduce or close shows, using memorized or read scripts, and/or ad-libs.",0.007805791897588011
identify sustainable alternatives to industrial or waste management practices.,0.0020541557625231607
"identify system data, hardware, or software components required to meet user needs.",0.010887025541372752
"identify target markets for designs, looking at factors such as age, gender, and socioeconomic status.",0.00523809719443406
"identify the causes of networking problems, using diagnostic testing software and equipment.",0.0017460323981446867
"identify the etiology, pathogenesis, morphological change, and clinical significance of diseases.",0.0033893570081632153
"identify tissue structures or cell components to be used in the diagnosis, prevention, or treatment of diseases.",0.005443512770686376
identify transaction mistakes when debits and credits do not balance.,0.005957051711317166
"identify, collect, record or analyze data that are relevant to the nursing care of patients.",0.006881421804452588
"identify, compile, abstract, and code patient data, using standard classification systems.",0.017563031769573023
"identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.",0.0026704024912801087
"identify, evaluate and recommend hardware or software technologies to achieve desired database performance.",0.04837536820742043
"identify, investigate, or resolve security breaches.",0.09623719747421008
"identify, monitor, or treat pregnancy-related problems such as hypertension, gestational diabetes, pre-term labor, and retarded fetal growth.",0.0030812336437847413
"identify, procure, or develop test equipment, instrumentation, or facilities for characterization of microelectromechanical systems (mems) applications.",0.002978525855658583
"identify, review, or select vendors or consultants to meet project needs.",0.0020541557625231607
"identify, standardize, and communicate levels of access and security.",0.05217555636808828
"identify, track, or maintain metrics for trading system operations.",0.012941181303895911
"implement and provide technical support for voice services and equipment, such as private branch exchange, voice mail system, and telecom system.",0.002156863550649319
"implement business rules via stored procedures, middleware, or other technologies.",0.02084968098961008
"implement changes to machine programs and enter new specifications, using computers.",0.01622783052393297
"implement controls to provide security for operating systems, software, and data.",0.0352287713272722
"implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists.",0.0035947725844155307
implement financial planning recommendations or refer clients to someone who can assist them with plan implementation.,0.0018487401862708444
"implement grant-funded projects, monitoring and reporting progress in accordance with sponsoring agency requirements.",0.0031839414319108986
implement or monitor processes to reduce property or financial losses.,0.008627454202597275
"implement security practices to preserve assets, minimize liabilities, or ensure customer privacy, using parallel servers, hardware redundancy, fail-safe technology, information encryption, or firewalls.",0.0440616411061218
"implement web site security measures, such as firewalls or message encryption.",0.02567694703153951
"import text and art elements, such as electronic clip art or electronic files from photographs that have been scanned or produced with a digital camera, using computer software.",0.0035947725844155307
"improve search-related activities through ongoing analysis, experimentation, or optimization tests, using a/b or multivariate methods.",0.0035947725844155307
improve user interfaces to bioinformatics software and databases.,0.002156863550649319
"induce changes in composition of substances by introducing heat, light, energy, or chemical catalysts for quantitative or qualitative analysis.",0.0026704024912801087
inform and advise concerned parties regarding fluctuations or securities transactions affecting plans or accounts.,0.010887025541372752
inform and educate the public about fire prevention.,0.0020541557625231607
"inform and respond to public regarding wildlife and conservation issues, such as plant identification, hunting ordinances, and nuisance wildlife.",0.002773110279406267
"inform businesses, community groups, and governmental agencies about educational needs, available programs, and program policies.",0.015406168218923705
"inform clients of essential travel information, such as travel times, transportation connections, and medical and visa requirements.",0.002464986915027793
"inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments.",0.010887025541372752
inform company employees or other interested parties of environmental issues.,0.0016433246100185286
inform customers by mail or telephone of additional steps they need to take to obtain licenses.,0.004313727101298638
"inform customers by mail or telephone of order information, such as unit prices, shipping dates, and any anticipated delays.",0.004108311525046321
inform individuals and groups about the financial assistance available to college or university students.,0.004724558253803269
"inform individuals and groups of pollution control regulations and inspection findings, and explain how problems can be corrected.",0.0031839414319108986
"inform investment decisions by analyzing financial information to forecast business, industry, or economic conditions.",0.01612512273580681
"inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.",0.0015406168218923706
inform job applicants of their acceptance or rejection of employment.,0.010578902176994276
"inform other traders, managers, or customers of market conditions, including volume, price, competition, or dynamics.",0.0083193308382188
inform patients or caregivers about study aspects and outcomes to be expected.,0.004621850465677112
inform users of audio and videotaping service policies and procedures.,0.002773110279406267
"inform web site users of problems, problem resolutions or application changes and updates.",0.0016433246100185286
inform workers about interests or special needs of specific groups.,0.005648928346938691
initiate market research studies or analyze their findings.,0.005032681618181743
"initiate, facilitate, and moderate classroom discussions.",0.06645193891762424
"inspect and test electrical or electronic systems to locate and diagnose malfunctions, using visual inspections and testing instruments such as oscilloscopes and voltmeters.",0.006265175075695639
"inspect and test electrical systems and equipment to locate and diagnose malfunctions, using visual inspections, testing devices, and computer software.",0.050429523969943595
inspect and verify dimensions and clearances of parts to ensure conformance to factory specifications.,0.008011207473840326
"inspect cargo, baggage, and personal articles entering or leaving u.s. for compliance with revenue laws and u.s. customs regulations.",0.0015406168218923706
inspect event facilities to ensure that they conform to customer requirements.,0.007086837380704904
inspect food products and processing procedures to determine whether products are safe to eat.,0.002875818067532425
"inspect individual parts, assemblies, or installations, using measuring instruments, such as calipers, scales, or micrometers.",0.004416434889424795
inspect industrial or municipal facilities or programs to evaluate operational effectiveness or ensure compliance with environmental regulations.,0.0019514479743970028
"inspect layouts and advertising copy and edit scripts, audio and video tapes, and other promotional material for adherence to specifications.",0.002567694703153951
"inspect or monitor energy systems, including heating, ventilating, and air conditioning (hvac) or daylighting systems to determine energy use or potential energy savings.",0.0016433246100185286
inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.,0.0019514479743970028
"inspect structures to assess material or equipment needs, to establish the sequence of pipe installations, or to plan installation around obstructions such as electrical wiring.",0.003697480372541689
"inspect, weigh, and measure mounted or unmounted lenses after completion to verify alignment and conformance to specifications, using precision instruments.",0.005546220558812534
install and configure hypertext transfer protocol (http) servers and associated operating systems.,0.0016433246100185286
"install and configure new equipment, including operating software or peripheral equipment.",0.04734829032615885
"install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications.",0.029477135192207356
install bookkeeping systems and resolve system problems.,0.0017460323981446867
"install or configure web server software or hardware to ensure that directory structure is well-defined, logical, secure, and that files are named properly.",0.002773110279406267
"install updated software, and programs that maintain existing software or provide requested features such as time-correlated call routing.",0.002567694703153951
"install, adjust, and operate electronic equipment to record, edit, and transmit radio and television programs, motion pictures, video conferencing, or multimedia presentations.",0.004621850465677112
"install, service, and repair electronic equipment or instruments such as televisions, radios, and videocassette recorders.",0.023314667904637872
instruct customers on the safe and proper use of equipment.,0.0018487401862708444
"instruct in use of voice, video, and data communications systems.",0.007703084109461853
instruct individuals and groups on ways to preserve health and prevent disease.,0.0031839414319108986
"instruct individuals in career development techniques such as job search and application strategies, resume writing, and interview skills.",0.33893570081632146
"instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results.",0.003286649220037057
"instruct individuals or groups in the use of art media, such as paint, clay, or yarn.",0.01037348660074196
"instruct others in program methods, procedures, or functions.",0.017460323981446865
instruct others in the selection and use of bioinformatics tools.,0.006162467287569483
instruct participants in maintaining exertion levels to maximize benefits from exercise routines.,0.002156863550649319
"instruct patrons on how to use reference sources, card catalogs, and automated information systems.",0.0039028959487940056
"instruct students in the knowledge and skills required in a specific occupation or occupational field, using a systematic plan of lectures, discussions, audio-visual presentations, and laboratory, shop and field studies.",0.013762843608905177
"instruct students individually and in groups, using various teaching methods such as lectures, discussions, and demonstrations.",0.010065363236363487
"instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations.",0.016433246100185286
"instruct through lectures, discussions, and demonstrations in one or more subjects, such as english, mathematics, or social studies.",0.03687209593729073
instruct undergraduate and graduate students within the areas of cellular or molecular biology.,0.004108311525046321
"instruct users in the selection, use, and design of audio-visual materials and assist them in the preparation of instructional materials and the rehearsal of presentations.",0.0039028959487940056
insulate shells and cabinets of systems.,0.0039028959487940056
"integrate and develop visual elements, such as line, space, mass, color, and perspective, to produce desired effects, such as the illustration of ideas, emotions, or moods.",0.04673204359740191
integrate electrical systems with renewable energy systems to improve overall efficiency.,0.029374427404081197
"integrate environmental information into product or company marketing strategies, policies, or activities.",0.0030812336437847413
"integrate nanotechnology with antimicrobial properties into products, such as household or medical appliances, to reduce the development of bacteria or other microbes.",0.005135389406307902
integrate online retailing strategy with physical or catalogue retailing operations.,0.0015406168218923706
"integrate software or hardware components, using computer, microprocessor, or control architecture.",0.0039028959487940056
"interact with clients to assist them in gaining insight, defining goals, and planning action to achieve effective personal, social, educational, and vocational development and adjustment.",0.11842207970946021
"interact with the public to answer traffic-related questions, respond to complaints or requests, or discuss traffic control ordinances, plans, policies, or procedures.",0.004313727101298638
"interpret and analyze policies, public issues, legislation, or the operations of governments, businesses, and organizations.",0.23910373075769592
interpret and communicate work procedures and company policies to staff.,0.0019514479743970028
"interpret and explain human resources policies, procedures, laws, standards, or regulations.",0.01037348660074196
"interpret and explain information such as eligibility requirements, application details, payment methods, and applicants' legal rights.",0.03225024547161362
"interpret and explain laws and regulations to travelers, prospective immigrants, shippers, and manufacturers.",0.002567694703153951
"interpret and explain plans and contract terms to representatives of the owner or developer, including administrative staff, workers, or clients.",0.005546220558812534
"interpret and explain policies, rules, regulations, or laws to organizations, government or corporate officials, or individuals.",0.027525687217810353
interpret chemical reactions visible through sight glasses or on television monitors and review laboratory test reports for process adjustments.,0.0016433246100185286
interpret civil rights laws and equal opportunity regulations for individuals or employers.,0.002156863550649319
interpret clinical or diagnostic test results.,0.011092441117625067
interpret contractual agreements for employers and employees engaged in collective bargaining or other labor relations processes.,0.002464986915027793
"interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation.",0.0026704024912801087
"interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.",0.07733896445899699
"interpret data, reports, maps, photographs, or charts to predict long- or short-range weather conditions, using computer models and knowledge of climate theory, physics, and mathematics.",0.07076566601892288
interpret diagnostic or laboratory tests such as electrocardiograms (ekgs) and renal functioning tests.,0.021260512142114715
interpret diagnostic test results for deviations from normal.,0.0352287713272722
interpret diagnostic test results to make appropriate differential diagnoses.,0.036461264784786104
"interpret engineering drawings, schematic diagrams, or formulas for management or engineering staff.",0.009551824295732696
"interpret engineering drawings, sketches, or diagrams.",0.006881421804452588
"interpret engineering sketches, specifications, or drawings.",0.0022595713387754766
interpret exercise program participant data to evaluate progress or identify needed program changes.,0.01037348660074196
interpret flight test data to diagnose malfunctions and systemic performance problems.,0.0020541557625231607
interpret government regulations and applicable codes to ensure compliance.,0.019719895320222343
interpret images using computer-aided detection or diagnosis systems.,0.007497668533209536
interpret imaging data and confer with other medical specialists to formulate diagnoses.,0.01047619438886812
interpret indicators to ascertain the overall health of an environment.,0.004827266041929427
interpret instrument readings to ascertain the depth of obstruction.,0.020438849837105446
interpret insurance data or health reimbursement account (hra) data to develop programs that address specific needs of target populations.,0.0019514479743970028
interpret laboratory results and communicate findings to patients or physicians.,0.0538188809781068
"interpret laws, rulings and regulations for individuals and businesses.",0.07138191274767983
"interpret or modify music, applying knowledge of harmony, melody, rhythm, and voice production to individualize presentations and maintain audience interest.",0.01509804485454523
interpret or transcribe classroom materials into braille or sign language.,0.003286649220037057
interpret protocols and advise treating physicians on appropriate dosage modifications or treatment calculations based on patient characteristics.,0.0033893570081632153
interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures.,0.009757239871985013
"interpret religious education activities to the public through speaking, leading discussions, or writing articles for local or national publications.",0.004621850465677112
interpret results of financial analysis procedures.,0.10096175572801334
interpret stage-set diagrams to determine stage layouts and supervise placement of equipment and scenery.,0.0017460323981446867
"interpret test results and prepare psychological reports for teachers, administrators, and parents.",0.006984129592578747
"interpret the results of neuroimaging studies such as magnetic resonance imaging (mri), single photon emission computed tomography (spect), and positron emission tomography (pet) scans.",0.004416434889424795
interpret the results of standardized tests to determine students' strengths and areas of need.,0.003286649220037057
"interpret, translate, or provide cultural mediation related to health services or information for community members.",0.002567694703153951
interview applicants and request specified information for loan applications.,0.0017460323981446867
interview clients and take their calls to provide customer service and obtain information on claims.,0.0018487401862708444
"interview individuals, and research public databases in order to obtain information.",0.0017460323981446867
"interview job applicants to obtain information on work history, training, education, or job skills.",0.004621850465677112
"interview patients to obtain information such as complaints, symptoms, medical histories, and family histories.",0.002156863550649319
"interview prospective clients to obtain data about their financial resources and needs, the physical condition of the person or property to be insured, and to discuss any existing coverage.",0.0016433246100185286
interview subject matter experts or conduct other research to develop instructional content.,0.004621850465677112
"invent names for products and write the slogans that appear on packaging, brochures and other promotional material.",0.013865551397031333
investigate available investment opportunities to determine compatibility with client financial plans.,0.002156863550649319
"investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (mems) device designs, using simulation or modeling software.",0.0440616411061218
investigate customer or public complaints to determine the nature and extent of problems.,0.006367882863821797
investigate or test specific construction project materials to determine compliance to specifications or standards.,0.004313727101298638
"investigate products or markets to determine areas for opportunity or viability for merchandising specific products, using online or offline sources.",0.005648928346938691
"investigate the nature, composition, or expression of genes or research how genetic engineering can impact these processes.",0.010887025541372752
investigate the relationship between organisms and disease including the control of epidemics and the effects of antibiotics on microorganisms.,0.002156863550649319
"investigate theoretical or conceptual issues, such as the human design considerations of lunar landers or habitats.",0.05094306291057438
"investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",0.025985070395917978
issue and record adjustments to pay related to previous errors or retroactive increases.,0.0016433246100185286
"keep abreast of changes in industry practices and emerging telecommunications technology by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.",0.012222226787012805
keep abreast of developments and changes in the nuclear field by reading technical journals or by independent study and research.,0.0026704024912801087
"keep abreast of developments and technological advances in the mathematical field by reading current literature, talking with colleagues, and participating in professional conferences.",0.01725490840519455
"keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.",0.1054808984055643
"keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional organizations and conferences.",0.002567694703153951
"keep abreast of developments in the field by reading current literature, talking with colleagues, giving presentations at conferences, and serving on committees in professional associations.",0.008730161990723432
"keep abreast of new biochemistries, instrumentation, or software by reading scientific literature and attending professional conferences.",0.005648928346938691
"keep abreast of regulatory processes and payer systems such as medicare, medicaid, managed care, and private sources.",0.0019514479743970028
"keep informed about economic or legal issues involved in zoning codes, building codes, or environmental regulations.",0.002464986915027793
keep informed about trends in education and subject matter specialties.,0.003286649220037057
keep informed of industry trends and deals.,0.026806732700927247
keep informed of new products and developments.,0.013865551397031333
"keep informed on industry news and trends, products, services, competitors, relevant information about legacy, existing, and emerging technologies, and the latest product-line developments.",0.004416434889424795
"keep informed regarding pending industry changes, trends, and best practices and assess the potential impact of these changes on organizational processes.",0.005032681618181743
"keep records and prepare reports detailing findings, investigative methods, and laboratory techniques.",0.0017460323981446867
keep records of the quantities of food used.,0.0026704024912801087
key and program specified commands and engineering specifications into computer system to change functions and test final layout.,0.006470590651947956
key in processing instructions to program electronic equipment.,0.0019514479743970028
lead tours and answer visitors' questions about the exhibits.,0.013146596880148229
learn about characters in scripts and their relationships to each other to develop role interpretations.,0.004827266041929427
learn about competitors' products or consumers' interests or concerns to answer questions or provide more complete information.,0.02136321993024087
"learn about new developments in counseling by reading professional literature, attending courses and seminars, or establishing and maintaining contact with other social service agencies.",0.0019514479743970028
listen and provide emotional support and encouragement to psychiatric patients.,0.0020541557625231607
"listen to and resolve customer complaints regarding services, products, or personnel.",0.01047619438886812
listen to and resolve customers' complaints regarding products or services.,0.009654532083858854
"listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage.",0.0023622791269016347
"locate and distribute resources, such as periodicals or curricula, to enhance the effectiveness of educational programs.",0.008730161990723432
"locate and document information regarding the next of kin, including their relationship to the deceased and the status of notification attempts.",0.002156863550649319
"locate and notify customers of delinquent accounts by mail, telephone, or personal visits to solicit payment.",0.002567694703153951
locate and remove or repair circuit defects such as blown fuses or malfunctioning transistors.,0.0018487401862708444
"locate and review research articles or environmental, historical, or technical reports.",0.06080301057068556
locate guests to appear on talk or interview shows.,0.0015406168218923706
"locate library materials for patrons, including books, periodicals, tape cassettes, braille volumes, and pictures.",0.0927451326779207
locate unusual or unique information in response to specific requests.,0.0281419339465673
maintain a clinical practice.,0.002773110279406267
maintain a current file of examination protocols.,0.0016433246100185286
"maintain access to, and security of, highly sensitive materials.",0.01037348660074196
"maintain and administer computer networks and related computing environments including computer hardware, systems software, applications software, and all configurations.",0.024239037997773293
"maintain and review account records, updating and recategorizing them according to status changes.",0.0015406168218923706
"maintain and update human resources documents, such as organizational charts, employee handbooks or directories, or performance evaluation forms.",0.002875818067532425
"maintain archive of images, photos, or previous work products.",0.0016433246100185286
"maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",0.004519142677550953
"maintain awareness of current income tax regulations, local zoning, building and tax laws, and growth possibilities of the area where a property is located.",0.004519142677550953
maintain awareness of new and emerging computational methods and technologies.,0.005032681618181743
maintain client databases.,0.004519142677550953
maintain computer equipment used in instruction.,0.002773110279406267
"maintain contact with kitchen staff, management, serving staff, and customers to ensure that dining details are handled properly and customers' concerns are addressed.",0.009551824295732696
maintain controlled drug inventory and related log books.,0.002567694703153951
maintain current knowledge of credit regulations.,0.0026704024912801087
"maintain current knowledge of equal employment opportunity (eeo) and affirmative action guidelines and laws, such as the americans with disabilities act (ada).",0.0034920647962893734
"maintain current knowledge of organizational policies and procedures, federal and state policies and directives, and current accounting standards.",0.023828206845268665
"maintain current knowledge of relevant regulations, including proposed and final rules.",0.005340804982560217
"maintain customer records, using automated systems.",0.006470590651947956
maintain databases of logistics information.,0.002464986915027793
maintain familiarity with aspects of local real estate markets.,0.014276382549535966
"maintain financial records, order merchandise, or prepare accounts.",0.0019514479743970028
"maintain financial records, such as accounts of daily collections and billings, and records of receipts issued.",0.002156863550649319
"maintain growth, feeding, production, and cost records.",0.0019514479743970028
"maintain hardware and software, including computers, scanners, color copiers, and color laser printers.",0.0031839414319108986
maintain input or data quality of risk management systems.,0.007189545168831061
"maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.",0.004211019313172479
maintain knowledge of current events and trends in such areas as money laundering and criminal tools and techniques.,0.00523809719443406
maintain knowledge of first-aid procedures.,0.0018487401862708444
"maintain knowledge of real estate law, local economies, fair housing laws, types of available mortgages, financing options, and government programs.",0.025368823667161033
"maintain knowledge of tax code changes, and of accounting procedures and theory to properly evaluate financial information.",0.022184882235250135
"maintain knowledge of, comply with, and enforce all institutional policies, rules, procedures, and regulations.",0.0016433246100185286
maintain laboratory instruments to ensure proper working order and troubleshoot malfunctions when needed.,0.0017460323981446867
"maintain library of model documents, templates, or other reusable knowledge assets.",0.01037348660074196
"maintain networks by performing activities such as file addition, deletion, or backup.",0.010065363236363487
maintain or modify all financial analytic models in use.,0.0034920647962893734
maintain or modify existing geographic information systems (gis) databases.,0.002978525855658583
"maintain or repair plumbing by replacing defective washers, replacing or mending broken pipes, or opening clogged drains.",0.0026704024912801087
"maintain portfolios of artistic work to demonstrate styles, interests, and abilities.",0.0023622791269016347
maintain proper storage and security conditions for drugs.,0.005854343923191008
maintain quality of pool water by testing chemical levels.,0.0020541557625231607
"maintain records of daily activities, personnel reports, ship positions and movements, ports of call, weather and sea conditions, pollution control efforts, or cargo or passenger status.",0.002156863550649319
"maintain records of sales, rental or usage activity, special permits issued, maintenance and operating costs, or property availability.",0.006265175075695639
maintain records of services provided and the effects of advice given.,0.029271719615955035
"maintain records of students' assessment results, progress, feedback, or school performance, ensuring confidentiality of all records.",0.005546220558812534
maintain regularly scheduled office hours to advise and assist students.,0.0022595713387754766
maintain sales forecasting reports.,0.0031839414319108986
"maintain talent files that include information such as performers' specialties, past performances, and availability.",0.005135389406307902
"maintain understanding of current web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.",0.4348647749261531
"maintain working knowledge of various factors that determine a farm's capacity to produce, such as agricultural variables and proximity to market centers and transportation facilities.",0.0031839414319108986
"make and confirm reservations for transportation and accommodations, using telephones, faxes, mail, and computers.",0.004827266041929427
make and confirm reservations.,0.0034920647962893734
"make clinical recommendations to physicians, other health care providers, insurance companies, patients, or health care organizations.",0.004929973830055586
make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure.,0.0016433246100185286
make manuscript acceptance or revision recommendations to the publisher.,0.007394960745083378
make many quick changes backstage during fashion shows and yet maintain poised appearance before audiences.,0.0015406168218923706
make presentations to educate the public on how to recycle or on the environmental advantages of recycling.,0.0015406168218923706
make recommendations to control or eliminate unsafe conditions at workplaces or public facilities.,0.002773110279406267
"make reservations for patrons, such as for dinner, spa treatments, or golf tee times, and obtain tickets to special events.",0.0016433246100185286
make travel arrangements for sightseeing or other tours.,0.0034920647962893734
"manage and oversee operations, maintenance, administration, and improvement of commercial, industrial, or residential properties.",0.006881421804452588
"manage business and financial affairs for clients, such as arranging travel and lodging, selling tickets, and directing marketing and advertising activities.",0.0016433246100185286
"manage client portfolios, keeping client plans up-to-date.",0.0019514479743970028
manage newborn care during the first weeks of life.,0.002156863550649319
"manage security programs designed to protect personnel, facilities, and information.",0.002464986915027793
manage user access to systems and equipment through account management and password administration.,0.017563031769573023
"manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.",0.019411771955843867
"manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.",0.022082174447123976
"map data between source systems, data warehouses, and data marts.",0.017152200617068392
map the presence of imperfections within objects using sonic measurements.,0.005032681618181743
"mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.",0.02865547288719809
"mark up, paste, and assemble final layouts to prepare layouts for printer.",0.012530350151391279
"mark up, paste, and complete layouts and write typography instructions to prepare materials for typesetting or printing.",0.07497668533209537
"market bank products to individuals and firms, promoting bank services that may meet customers' needs.",0.007908499685714167
market or promote the casino to bring in business.,0.002567694703153951
measure and adjust voltages to specified values to determine operational accuracy of instruments.,0.0020541557625231607
measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.,0.002567694703153951
measure and analyze web site usage data to maximize search engine returns or refine customer interfaces.,0.0020541557625231607
"measure and mark surfaces to lay out work, according to blueprints or drawings, using tape measures, straightedges or squares, and marking devices.",0.0016433246100185286
"measure and verify levels of rock or gravel, bases, or other excavated material.",0.0026704024912801087
"measure dimensions of products to verify conformance to specifications, using measuring instruments such as rulers, calipers, gauges, or micrometers.",0.014687213702040599
measure ingredients required for specific food items being prepared.,0.002464986915027793
"measure noise levels in workplaces and conduct hearing conservation programs in industry, military, schools, and communities.",0.0015406168218923706
"measure parts to determine tolerances, using precision measuring instruments such as micrometers, calipers, and verniers.",0.0015406168218923706
"measure parts to verify specified dimensions or settings, such as camera shutter speed or light meter reading accuracy, using measuring instruments.",0.004005603736920163
"measure parts, using precision measuring instruments, to determine whether similar parts may be machined to required sizes.",0.0017460323981446867
"measure the effectiveness of marketing, advertising, and communications programs and strategies.",0.02310925232838556
"measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments.",0.0018487401862708444
"measure velocity, horsepower, revolutions per minute (rpm), amperage, circuitry, and voltage of units or parts to diagnose problems, using ammeters, voltmeters, wattmeters, and other testing devices.",0.009859947660111171
"measure, weigh, and mix chemical ingredients, according to specifications.",0.0017460323981446867
"mediate between benefits providers and employees, such as by assisting in handling employees' benefits-related questions or taking suggestions.",0.002875818067532425
mediate community disputes or assist in developing alternative plans or recommendations for programs or projects.,0.0016433246100185286
mediate interpersonal problems between residents.,0.004827266041929427
meet regularly with parents to discuss children's activities and development.,0.002773110279406267
"meet with civic, educational, and community groups to develop community programs and events, and to discuss law enforcement subjects.",0.0022595713387754766
"meet with clients to answer queries on subjects such as risk exposure, market scenarios, or values-at-risk calculations.",0.004108311525046321
"meet with clients to schedule and plan details of conventions, banquets, receptions and other functions.",0.0019514479743970028
"meet with clients' other advisors, such as attorneys, accountants, trust officers, or investment bankers, to fully understand clients' financial goals and circumstances.",0.0020541557625231607
"meet with clients, printers, or designers to discuss job requirements or binding plans.",0.0017460323981446867
"meet with customers to discuss menus for special occasions, such as weddings, parties, or banquets.",0.003697480372541689
"meet with individuals, special interest groups, and others on behalf of executives, committees, and boards of directors.",0.0026704024912801087
meet with other professionals to discuss individual students' needs and progress.,0.0026704024912801087
meet with parents and guardians to discuss their children's progress and to determine priorities for their children and their resource needs.,0.005854343923191008
"meet with prospective tenants to show properties, explain terms of occupancy, and provide information about local areas.",0.004416434889424795
"mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks.",0.002464986915027793
model transportation scenarios to evaluate the impacts of activities such as new development or to identify possible solutions to transportation problems.,0.0017460323981446867
modify and customize commercial programs for internal needs.,0.026293193760296457
"modify and refine designs, using working models, to conform with customer specifications, production limitations, or changes in design trends.",0.005648928346938691
"modify computer security files to incorporate new software, correct errors, or change individual access status.",0.004313727101298638
modify computer-controlled robot movements.,0.00523809719443406
modify existing databases and database management systems or direct programmers and analysts to make changes.,0.29559301422708284
modify existing programs to enhance efficiency.,0.5477406340768007
"modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.",2.678619114330201
"modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance.",6.650740112321237
"modify or control biological systems to replace, augment, or sustain chemical or mechanical processes.",0.0035947725844155307
modify patient treatment plans as indicated by patients' responses and conditions.,0.002464986915027793
modify treatment plans according to changes in client status.,0.012119518998886646
modify treatment plans to comply with changes in client status.,0.004416434889424795
modify treatment plans to comply with changes in clients' status.,0.002875818067532425
"modify, maintain, and repair electronics equipment and systems to ensure that they function properly.",0.04919703051242969
"modify, update, and process existing policies and claims to reflect any change in beneficiary, amount of coverage, or type of insurance.",0.004108311525046321
monitor and analyze energy consumption.,0.004108311525046321
"monitor and analyze network performance and data input/output reports to detect problems, identify inefficient use of computer resources, or perform capacity planning.",0.004005603736920163
monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.,0.04570496571614032
"monitor and analyze sales records, trends, or economic conditions to anticipate consumer buying patterns and determine what the company will sell and how much inventory is needed.",0.002156863550649319
monitor and control temperature of products.,0.004724558253803269
"monitor and ensure a sound, ethical environment.",0.0030812336437847413
monitor and follow applicable laws and regulations.,0.0016433246100185286
"monitor and observe experiments, recording production and test data for evaluation by research personnel.",0.002567694703153951
monitor bug resolution efforts and track successes.,0.005340804982560217
"monitor changes affecting supply and demand, tracking market conditions, price trends, or futures markets.",0.009140993143228065
monitor competitors' sales activities by following their advertisements in newspapers or other media.,0.0022595713387754766
monitor current reports of computer viruses to determine when to update virus protection systems.,0.003286649220037057
"monitor database performance and perform any necessary maintenance, upgrades, or repairs.",0.0670681856463812
monitor environments to ensure maintenance of optimum conditions for aquatic life.,0.0022595713387754766
"monitor event activities to ensure compliance with applicable regulations and laws, satisfaction of participants, and resolution of any problems that arise.",0.031120459802225883
"monitor events, trends, and other circumstances, research specific subject areas, attend art exhibitions, and read art publications to develop ideas and keep current on art world activities.",0.0261904859721703
monitor financial market trends to ensure that client plans are responsive.,0.009243700931354223
monitor financial or operational performance of individual investments to ensure portfolios meet risk goals.,0.004519142677550953
"monitor fundamental economic, industrial, and corporate developments by analyzing information from financial publications and services, investment banking firms, government agencies, trade publications, company sources, or personal interviews.",0.022287590023376293
"monitor how the wind, heat, or cold affect the curing of the concrete throughout the entire process.",0.013865551397031333
"monitor industry websites or publications for information about patches, releases, viruses, or potential problem identification.",0.009140993143228065
"monitor market conditions, product innovations, and competitors' products, prices, and sales.",0.008216623050092643
monitor markets or positions.,0.004313727101298638
"monitor network performance to determine whether adjustments need to be made, and to determine where changes will need to be made in the future.",0.004211019313172479
monitor or trace the location of goods.,0.004108311525046321
monitor or track project milestones and deliverables.,0.0015406168218923706
monitor patients' conditions and progress and reevaluate treatments as necessary.,0.0033893570081632153
monitor patients' progress and adjust treatments accordingly.,0.004005603736920163
monitor security system performance logs to identify problems and notify security specialists when problems occur.,0.002464986915027793
"monitor student performance or assist students in academic environments, such as classrooms, laboratories, or computing centers.",0.0016433246100185286
"monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",0.01201681121076049
monitor the flow of energy in response to changes in consumer demand.,0.0018487401862708444
monitor the implementation and impact of guidelines for nondiscriminatory employment practices.,0.0026704024912801087
monitor use of data files and regulate access to safeguard information in computer files.,0.008113915261966484
"monitor, evaluate, and record client progress according to measurable goals described in treatment and care plan.",0.002978525855658583
"monitor, evaluate, and record client progress with respect to treatment goals.",0.005854343923191008
"monitor, evaluate, or record training activities or program effectiveness.",0.0015406168218923706
narrate presentations and productions.,0.009962655448237328
negotiate details of contracts and payments.,0.0016433246100185286
"negotiate prices and terms with suppliers, vendors, or freight forwarders.",0.0017460323981446867
negotiate prices or terms of sales or service agreements.,0.002875818067532425
"negotiate the sale, lease, or development of property and complete or review appropriate documents and forms.",0.005957051711317166
"negotiate, renegotiate, and administer contracts with suppliers, vendors, and other representatives.",0.0023622791269016347
none,1.7816720006244635
notify superior when restoration of artifacts requires outside experts.,0.0018487401862708444
notify supervisor or computer maintenance technicians of equipment malfunctions.,0.037796466030426155
"observe action of microorganisms upon living tissues of plants, higher animals, and other microorganisms, and on dead organic matter.",0.005135389406307902
"observe and document client reactions, progress, or other outcomes related to art therapy.",0.0022595713387754766
"observe and evaluate children's performance, behavior, social development, and physical health.",0.0016433246100185286
"observe and evaluate students' performance, behavior, social development, and physical health.",0.01766573955769918
observe and evaluate students' work to determine progress and make suggestions for improvement.,0.07692813330649237
"observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.",0.27782456688125745
observe and evaluate the performance of other instructors.,0.0034920647962893734
"observe and provide feedback on instructional techniques, presentation methods, or instructional aids.",0.0031839414319108986
"observe children's behavior for irregularities, take temperature, transport children to doctor, or administer medications, as directed, to maintain children's health.",0.005135389406307902
observe clients' food selections and recommend alternate economical and nutritional food choices.,0.0017460323981446867
"observe patients' attendance, progress, attitudes, and accomplishments and record and maintain information in client records.",0.0017460323981446867
"observe teaching methods and examine learning materials to evaluate and standardize curricula and teaching techniques, and to determine areas where improvement is needed.",0.022493005599628607
"observe the structure and properties of matter, and the transformation and propagation of energy, using equipment such as masers, lasers, and telescopes to explore and identify the basic principles governing these phenomena.",0.0015406168218923706
"observe, analyze, and record patients' participation, reactions, and progress during treatment sessions, modifying treatment programs as needed.",0.0019514479743970028
obtain agreements from property owners to place properties for sale with real estate firms.,0.0031839414319108986
"obtain and analyze information on suspects, crimes, or disturbances to solve cases, to identify criminal activity, or to gather information for court cases.",0.002978525855658583
"obtain and distribute updated information regarding domestic or international laws, guidelines, or standards.",0.004211019313172479
"obtain and evaluate information on factors such as reporting formats required, costs, and security needs to determine hardware configuration.",0.006162467287569483
"obtain and study information about clients' products, needs, problems, advertising history, and business practices to offer effective sales presentations and appropriate product assistance.",0.003286649220037057
"obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians.",0.0026704024912801087
"obtain, compile and record patient medical data, including health history, progress notes and results of physical examination.",0.002567694703153951
offer advice on the purchase or sale of particular securities.,0.03183941431910899
offer counsel and comfort to bereaved families or friends.,0.0115032722701297
operate and maintain audio-visual equipment.,0.0020541557625231607
"operate communication systems, such as telephone, switchboard, intercom, two-way radio, or public address.",0.0018487401862708444
operate computer-assisted engineering or design software or equipment to perform engineering tasks.,0.004313727101298638
"operate computers programmed with accounting software to record, store, and analyze information.",0.006367882863821797
"operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.",0.06378153642634414
"operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.",0.0019514479743970028
"operate office machines such as high speed business photocopiers, readers, scanners, addressing machines, stencil-cutting machines, microfilm readers or printers, folding and inserting machines, bursters, and binder machines.",0.0015406168218923706
"operate office machines, such as photocopiers and scanners, facsimile machines, voice mail systems, and personal computers.",0.0230065445402594
operate or oversee operation of radiologic or magnetic imaging equipment to produce images of the body for diagnostic purposes.,0.0023622791269016347
operate spreadsheet programs and other types of software to load and manipulate data and to produce reports.,0.023622791269016348
"operate testing equipment, such as heat stress meters, octave band analyzers, motion analysis equipment, inclinometers, light meters, velometers, sling psychrometers, or colormetric detection tubes.",0.006265175075695639
"operate typing, adding, calculating, or billing machines.",0.007086837380704904
"operate underwater video, sonar, recording, or related equipment to investigate underwater structures or marine life.",0.0023622791269016347
"optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (seo) or for display and usability on internet-connected devices.",0.03368815450537983
optimize shopping cart experience or web site conversion rates against key performance indicators (kpis).,0.008011207473840326
optimize web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.,0.004827266041929427
organize and display students' work in a manner appropriate for their perceptual skills.,0.011400564482003541
organize and label materials and display students' work.,0.015508876007049862
"organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, and storytelling.",0.007086837380704904
"organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, storytelling, and field trips.",0.002978525855658583
organize and maintain periodicals and reference materials.,0.004724558253803269
organize and string together raw footage into a continuous whole according to scripts or the instructions of directors and producers.,0.004005603736920163
"organize and work with detailed office or warehouse records, maintaining files for each policyholder, including policies that are to be reinstated or cancelled.",0.0034920647962893734
organize archival records and develop classification systems to facilitate access to archival materials.,0.004005603736920163
"organize collections of books, publications, documents, audio-visual aids, and other reference materials for convenient access.",0.012119518998886646
"organize data, and analyze and interpret its authenticity and relative significance.",0.012941181303895911
"organize information for publication and for other means of dissemination, such as use in cd-roms or internet sites.",0.0900747301866406
"organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",0.6385343187803245
"organize or engage in interfaith, community, civic, educational, or recreational activities sponsored by or related to religious programs.",0.002773110279406267
"organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",0.0035947725844155307
organize production and design of curriculum materials.,0.018487401862708447
organize public exhibits and displays to promote public awareness of diverse and distinctive cultural traditions.,0.02916901182782888
"oversee or provide expertise on manufacturing, assembly, or fabrication processes.",0.0017460323981446867
oversee the flow of cash or financial instruments.,0.0017460323981446867
"participate in all levels of bioproduct development, including proposing new products, performing market analyses, designing and performing experiments, and collaborating with operations and quality control teams during product launches.",0.0030812336437847413
"participate in campus and community events, such as giving presentations to the public.",0.011708687846382015
participate in campus and community events.,0.010681609965120435
"participate in cultural and literary activities, such as traveling abroad and attending performing arts events.",0.006984129592578747
participate in mediation and dispute resolution.,0.01776844734582534
"participate in new product planning or market research, including studying the potential need for new products.",0.002567694703153951
participate in preparation of product usage and precautionary label instructions.,0.0019514479743970028
"participate in research or testing of computerized automotive applications, such as telemetrics, intelligent transportation systems, artificial intelligence, or automatic control.",0.0015406168218923706
"participate in seminars, workshops, or other professional activities to keep abreast of developments in anesthesiology.",0.004211019313172479
"participate in student recruitment, registration, and placement activities.",0.009859947660111171
"participate in the administration of municipal elections, such as preparation or distribution of ballots, appointment or training of election officers, or tabulation or certification of results.",0.002156863550649319
participate in the development or implementation of clinical trial protocols.,0.002978525855658583
participate in the development or implementation of online marketing strategy.,0.002464986915027793
"participate in the hiring process by reviewing credentials, conducting interviews, or making hiring decisions or recommendations.",0.018898233015213078
"participate in the inspection, grading, sorting, storage, and post-harvest treatment of crops.",0.004519142677550953
participate in the preparation of reports or scientific publications.,0.002978525855658583
"participate in the recruitment of employees through job fairs, career days, or advertising plans.",0.010681609965120435
"participate in the research, development, or manufacturing of medicinal and pharmaceutical preparations.",0.009346408719480382
participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.,0.0440616411061218
"perform a variety of duties as requested by client, such as obtaining household supplies or running errands.",0.004211019313172479
"perform accounting and bookkeeping activities, such as invoicing, maintaining financial records, budgeting, and handling cash.",0.010887025541372752
"perform accounting duties, such as bookkeeping, billing customers for services, or maintaining inventories.",0.007805791897588011
"perform accounting duties, such as recording daily cash flow, preparing bank deposits, or generating financial statements.",0.009449116507606539
perform administrative duties such as serving as department head.,0.0023622791269016347
"perform administrative duties, such as compiling and maintaining records, completing forms, preparing reports, or composing correspondence.",0.0015406168218923706
"perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.",0.002567694703153951
"perform administrative tasks such as applying for grants, developing budgets, negotiating contracts, and designing and printing programs and other promotional materials.",0.005032681618181743
"perform before live audiences, or in television, radio, or movie productions.",0.0038001881606678474
"perform bookkeeping duties, such as credits or collections, preparing and sending financial statements or bills, and keeping financial records.",0.0019514479743970028
"perform clerical duties such as composing, typing and proofreading documents, scheduling appointments and meetings, handling mail and posting public notices.",0.0030812336437847413
"perform clerical duties such as typing, proofreading, and sorting mail.",0.0015406168218923706
"perform complex calculations as part of the analysis and evaluation of data, using computers.",0.02146592771836703
perform computations and apply methods of numerical analysis to data.,0.0022595713387754766
"perform computer programming, data analysis, or software development for geographic information systems (gis) applications, including the maintenance of existing systems or research and development for future enhancements.",0.006778714016326431
"perform cost-benefit analyses to compare operating programs, review financial requests, or explore alternative financing methods.",0.008627454202597275
perform data backups and disaster recovery operations.,0.010065363236363487
"perform database verifications, using computers.",0.006162467287569483
"perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.",0.004005603736920163
"perform experiments and computer modeling to study the nature, structure, and physical and chemical properties of metals and their alloys, and their responses to applied forces.",0.012941181303895911
"perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",0.0249579925146564
"perform general office duties, such as filing, answering telephones, and handling routine correspondence.",0.0017460323981446867
"perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.",0.04221290091985095
"perform humorous and serious interpretations of emotions, actions, and situations, using body movements, facial expressions, and gestures.",0.016535953888311444
"perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.",0.646031987313534
"perform laboratory procedures following protocols including deoxyribonucleic acid (dna) sequencing, cloning and extraction, ribonucleic acid (rna) purification, or gel electrophoresis.",0.002567694703153951
"perform mathematical modeling of underground or surface water resources, such as floodplains, ocean coastlines, streams, rivers, or wetlands.",0.0016433246100185286
perform monitoring activities to ensure that ships comply with international regulations and standards for life saving equipment and pollution preventatives.,0.0030812336437847413
perform narration of productions or present announcements.,0.0020541557625231607
perform needs assessments or consult with clients to determine the types of research and information required.,0.011092441117625067
"perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.",0.008524746414471117
"perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.",0.03225024547161362
perform or direct web site updates.,0.002978525855658583
"perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.",0.028963596251576566
"perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (mri), computer tomography (ct), positron emission tomography (pet), nuclear cardiology treadmill studies, mammography, or ultrasound.",0.0022595713387754766
perform other adjunctive therapies or treatment techniques in addition to massage.,0.0035947725844155307
"perform quality control audits to ensure accuracy, completeness, or proper usage of clinical systems and data.",0.0018487401862708444
perform risk analyses so that appropriate countermeasures can be developed.,0.02239029781150245
perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.,0.047759121478663485
"perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.",0.29261448837142423
"perform searches for qualified job candidates, using sources such as computer databases, networking, internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.",0.008422038626344958
perform securities valuation or pricing.,0.003286649220037057
perform security analyses of developed or packaged software components.,0.025060700302782558
perform spatial analysis and modeling using geographic information system techniques.,0.0038001881606678474
"perform statistical analyses, such as social network pattern analysis, network modeling, discrete event simulation, agent-based modeling, statistical natural language processing, computational sociology, mathematical optimization, or systems dynamics.",0.005443512770686376
perform statistical analysis of environmental data.,0.0019514479743970028
"perform support duties such as preparing materials, keeping records, maintaining supplies, and scheduling activities.",0.002464986915027793
"perform system analysis, data analysis or programming, using a variety of computer languages and procedures.",0.0562838678931346
perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.,0.0022595713387754766
perform systems analysis or programming of radio frequency identification device (rfid) technology.,0.002156863550649319
photograph objects for documentation.,0.01407096697328365
"plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",0.006265175075695639
"plan and conduct research to develop and test theories about societal issues such as crime, group relations, poverty, and aging.",0.005957051711317166
plan and conduct special research projects in area of interest or expertise.,0.003286649220037057
"plan and conduct teacher training programs and conferences dealing with new classroom procedures, instructional materials and equipment, and teaching aids.",0.0015406168218923706
plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy.,0.0016433246100185286
plan and develop curricula and materials for training programs and conduct training.,0.028039226158441143
"plan and develop instructional methods and content for educational, vocational, or student activity programs.",0.08175539934842178
plan and develop new products and production processes.,0.0015406168218923706
"plan and develop programs, agendas, budgets, and services according to customer requirements.",0.003286649220037057
plan and direct physical conditioning programs that will enable athletes to achieve maximum performance.,0.0022595713387754766
"plan and direct research to characterize and compare the economic, demographic, health care, social, political, linguistic, and religious institutions of distinct cultural groups, communities, and organizations.",0.013660135820779018
plan and establish transportation routes.,0.0019514479743970028
plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents.,0.0030812336437847413
plan and follow the most efficient routes for delivering goods.,0.012119518998886646
plan and formulate flight activities and test schedules and prepare flight evaluation reports.,0.002978525855658583
plan and install upgrades of database management system software to enhance database performance.,0.0016433246100185286
"plan and lead professional development activities for teachers, administrators, and support staff.",0.004108311525046321
"plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials.",0.03851542054730926
"plan and prepare advertising and promotional material to increase sales of products or services, working with customers, company officials, sales departments, and advertising agencies.",0.055873036740629975
plan and price menu items.,0.023622791269016348
"plan and promote career and employment-related programs and events, such as career planning presentations, work-experience programs, job fairs, and career workshops.",0.008524746414471117
"plan and promote sporting events and social, cultural, and recreational activities.",0.0031839414319108986
"plan and schedule programming and event coverage, based on broadcast length, time availability, and other factors, such as community needs, ratings data, and viewer demographics.",0.002567694703153951
"plan and supervise class projects, field trips, visits by guest speakers, or other experiential activities, and guide students in learning from those activities.",0.005340804982560217
plan crop activities based on factors such as crop maturity or weather conditions.,0.006676006228200272
plan layout of electric power generating plants or distribution lines or stations.,0.0033893570081632153
plan layouts of structural architectural projects.,0.004416434889424795
"plan menus or diets or guide individuals or families in food selection, preparation, or menu planning, based upon nutritional needs and established guidelines.",0.04570496571614032
plan mobile robot paths and teach path plans to robots.,0.002464986915027793
"plan or adjust routes based on changing conditions, using computer equipment, global positioning systems (gps) equipment, or other navigation devices to minimize fuel consumption and carbon emissions.",0.010784317753246593
"plan or conduct basic genomic and biological research related to areas such as regulation of gene expression, protein interactions, metabolic networks, and nucleic acid or protein complexes.",0.0035947725844155307
"plan or conduct market or public opinion research to test products or determine potential for product success, communicating results to client or management.",0.008627454202597275
plan or coordinate activities concerned with investigating and resolving customers' reports of technical problems with aircraft or aerospace vehicles.,0.0017460323981446867
"plan or design structures such as residences, office buildings, theatres, factories, or other structural properties in accordance with environmental, safety, or other regulations.",0.0023622791269016347
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plan or direct spa services and programs.,0.0017460323981446867
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plan parties or other special events and services.,0.25954258059480134
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pose for artists and photographers.,0.002156863550649319
position instructions and comments onto drawings.,0.0020541557625231607
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pray and promote spirituality.,0.012222226787012805
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prepare and distribute invoices to bill clients or pay account expenses.,0.005443512770686376
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prepare and implement remedial programs for students requiring extra help.,0.019411771955843867
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prepare and maintain all required treatment records and reports.,0.0020541557625231607
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prepare and present illustrated lectures and interpretive talks about park features.,0.002464986915027793
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prepare and process medical insurance claim forms and records.,0.002156863550649319
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prepare and process payroll information.,0.00575163613506485
prepare and process requisitions and purchase orders for supplies and equipment.,0.006881421804452588
"prepare and record changes to official documents and confirm changes with legal and compliance management staff, including enterprise-wide records management staff.",0.002464986915027793
prepare and review operational reports or project progress reports.,0.0020541557625231607
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prepare and submit budget requests or grant proposals to solicit program funding.,0.015508876007049862
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prepare and submit reports after completion of freight shipments.,0.002875818067532425
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prepare and submit sales contracts for orders.,0.002875818067532425
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prepare appropriate formatting to data sets as requested.,0.07590105542523079
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prepare articles for publication or presentation at professional conferences.,0.00575163613506485
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prepare budgets and approve budget expenditures.,0.0016433246100185286
prepare budgets or financial reports for farm or ranch operations.,0.0015406168218923706
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prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease.,0.0019514479743970028
prepare comprehensive interpretive reports of findings.,0.06521944546011035
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prepare contract documents for building contractors.,0.023725499057142503
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prepare correspondence to inform concerned parties of licensing decisions or appeals processes.,0.00883286977884959
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prepare cost estimates for clients or employers.,0.012633057939517437
prepare cost estimates for clients.,0.01828198628645613
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prepare credit cards or charge account plates.,0.0022595713387754766
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prepare design presentations and proposals for staff or customers.,0.002464986915027793
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prepare detailed reports on audit findings.,0.006676006228200272
prepare detailed storyboards showing sequence and timing of story development for television production.,0.01037348660074196
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prepare diagnostic and treatment records.,0.0019514479743970028
prepare diagnostic or treatment reports for other medical practitioners or therapists.,0.009654532083858854
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prepare documentation for case reports or court proceedings.,0.011297856693877383
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prepare documents needed to implement plans selected by clients.,0.023828206845268665
prepare documents recording the outcomes of court proceedings.,0.008422038626344958
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prepare financial reports to monitor client or corporate finances.,0.017871155133951495
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prepare forms and manuals for accounting and bookkeeping personnel and direct their work activities.,0.002464986915027793
prepare forms or agreements to complete sales.,0.005032681618181743
prepare functional or technical documentation for data warehouses.,0.015919707159554496
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prepare graphic representations or drawings of proposed plans or designs.,0.017152200617068392
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prepare management reports defining and evaluating problems and recommending solutions.,0.05351075761372833
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prepare materials and classrooms for class activities.,0.013660135820779018
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prepare or calibrate equipment used to collect or analyze samples.,0.002773110279406267
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prepare or present agricultural demonstrations.,0.0030812336437847413
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prepare or present technical or project status reports.,0.009243700931354223
prepare or proctor examinations.,0.004313727101298638
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prepare or review engineering studies or specifications.,0.0281419339465673
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prepare outlines of instructional programs and training schedules and establish course goals.,0.0016433246100185286
prepare people for participation in religious ceremonies.,0.002875818067532425
prepare periodic accounting statements for clients.,0.0034920647962893734
prepare personnel forecast to project employment needs.,0.0022595713387754766
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prepare project proposals.,0.0039028959487940056
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prepare publications and reports containing research findings.,0.009243700931354223
prepare purchase orders and send copies to suppliers and to departments originating requests.,0.0015406168218923706
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prepare reports and document project activities and data.,0.08319330838218801
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prepare reports documenting investigation activities and results.,0.0017460323981446867
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prepare reports on civic needs.,0.003286649220037057
prepare reports on logistics performance measures.,0.009962655448237328
prepare reports on non-destructive testing (ndt) results.,0.014687213702040599
prepare reports on students and activities as required by administration.,0.005854343923191008
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prepare reports regarding inventories of raw materials or finished products.,0.0018487401862708444
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prepare reports summarizing information or trends related to manufacturing performance.,0.002875818067532425
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prepare reports that detail investigation findings.,0.0034920647962893734
prepare reports to be submitted to company's data processing department.,0.0016433246100185286
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prepare reports to document patients' care activities.,0.004929973830055586
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"provide tourists with assistance in obtaining permits and documents such as visas, passports, and health certificates, and in converting currency.",0.005340804982560217
"provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours.",0.002567694703153951
"provide user applications or engineering support or recommendations for new or existing equipment with regard to installation, upgrades, or enhancements.",0.02403362242152098
provide user support by diagnosing network and device problems and implementing technical or procedural solutions.,0.0022595713387754766
provide users with technical support for computer problems.,0.0020541557625231607
"provide verbal or written project status reports to project teams, management, subcontractors, customers, or owners.",0.002156863550649319
"provide, or refer patients to other providers for, education or counseling on topics such as genetic testing, newborn care, contraception, and breastfeeding.",0.004313727101298638
"publish educational information for other pharmacists, doctors, or patients.",0.009140993143228065
purchase new or used items from online or physical sources for resale via retail or auction web site.,0.0016433246100185286
"purchase or negotiate placement of listings in local search engines, directories, or digital mapping technologies.",0.004005603736920163
read and effectively interpret small-scale maps and information from a computer screen to determine locations and provide directions.,0.014379090337662123
read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.,0.0030812336437847413
"read and interpret blueprints or specifications to determine size, shape, color, type, or thickness of glass, location of framing, installation procedures, or staging or scaffolding materials required.",0.002978525855658583
"read and interpret blueprints to determine the layout of system components, frameworks, and foundations, and to select installation equipment.",0.0023622791269016347
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"read and interpret maintenance manuals, service bulletins, and other specifications to determine the feasibility and method of repairing or replacing malfunctioning or damaged components.",0.006367882863821797
read and interpret maps to determine vehicle routes.,0.007703084109461853
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read and review project blueprints and structural specifications to determine dimensions of structure or system and material requirements.,0.002156863550649319
read and study story lines and musical scores to determine how to translate ideas and moods into dance movements.,0.0015406168218923706
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"read blueprints, wiring diagrams, schematic drawings, or engineering instructions for assembling electronics units, applying knowledge of electronic theory and components.",0.004827266041929427
read books to entire classes or to small groups.,0.002156863550649319
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read documents on pleadings and motions to ascertain facts and issues.,0.0023622791269016347
"read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.",0.02187675887087166
"read from sacred texts such as the bible, torah, or koran.",0.71751660784934
"read from scripts or books to narrate action or to inform or entertain audiences, utilizing few or no stage props.",0.0115032722701297
"read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.",0.16802994137439456
read maps and follow written and verbal geographic directions.,0.010681609965120435
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read prepared scripts describing acts or tricks presented during performances.,0.004108311525046321
read prescriptions or specifications to determine the type of product or device to be fabricated and the materials and tools that will be required.,0.0023622791269016347
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"read publications, attend showings, and study competing products and design styles and motifs to obtain perspective and generate design concepts.",0.009140993143228065
read scripts and confer with producers to determine the types and numbers of performers required for a given production.,0.015406168218923705
read scripts and consult directors and other production staff to develop design concepts and plan productions.,0.010784317753246593
"read scripts in order to determine location, set, and design requirements.",0.012119518998886646
read service guides to find information needed to perform repairs.,0.0015406168218923706
"read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for subsequent entry, using keyboards or scanners.",0.002156863550649319
"read specifications, such as blueprints, charts, or schematics, to determine machine settings or adjustments.",0.012427642363265122
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read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.,0.13988800742782725
"read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",0.009551824295732696
"read trade journals and professional literature to stay informed on trends, innovations, and changes that affect media planning.",0.002156863550649319
"read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.",0.4639310789658558
"read, evaluate and edit manuscripts or other materials submitted for publication and confer with authors regarding changes in content, style or organization, or publication.",0.05474325107124223
"receive charge slips or credit applications by mail, or receive information from salespeople or merchants by telephone.",0.0033893570081632153
receive information regarding train or rail problems from dispatchers or from electronic monitoring devices.,0.0023622791269016347
"receive payment by cash, check, credit cards, vouchers, or automatic debits.",0.012838473515769755
receive payment or obtain credit authorization.,0.028347349522819615
receive written or oral instructions regarding material movement or excavation.,0.0018487401862708444
"receive, record, and authorize requests for disbursements in accordance with company policies and procedures.",0.009551824295732696
"receive, relay, and act upon instructions and inquiries from train operations and customer service center personnel.",0.004827266041929427
recommend acceptance or rejection of compromise settlement offers.,0.0020541557625231607
recommend actions in fraud cases.,0.0016433246100185286
"recommend actions related to historical art, such as which items to add to a collection or which items to display in an exhibit.",0.043445394377364846
"recommend actions to ensure compliance with laws and regulations, or to protect solvency of institutions.",0.003697480372541689
"recommend and arrange for diagnostic procedures, such as blood chemistry tests, saliva tests, x-rays, or other imaging procedures.",0.0016433246100185286
"recommend and explain the use of cosmetics, lotions, and creams to soften and lubricate skin and enhance and restore natural appearance.",0.002978525855658583
"recommend and implement measures to improve worker motivation, equipment performance, work methods, or customer services.",0.0019514479743970028
recommend and provide advice on a wide variety of products and services.,0.1297199364033376
"recommend approval, denial, or conditional approval of proposals.",0.0230065445402594
recommend assistive devices according to patients' needs or nature of impairments.,0.003286649220037057
recommend changes that could improve service and increase operational efficiency.,0.02988796634471199
"recommend changes to curricula or delivery methods, based on information such as instructional effectiveness data, current or future performance requirements, feasibility, and costs.",0.01304388909202207
"recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",0.0198226031083485
recommend design modifications to eliminate machine or system malfunctions.,0.015508876007049862
"recommend educational materials or resources to clients on matters such as financial planning, budgeting, or credit.",0.03163399874285667
"recommend financial products, such as stocks, bonds, mutual funds, or insurance.",0.024239037997773293
recommend improvements in security systems or procedures.,0.033482738929127516
recommend improvements to existing or planned logistics processes.,0.004108311525046321
"recommend instructional methods, such as individual or group instruction, self-study, lectures, demonstrations, simulation exercises, and role-playing, appropriate for content and learner characteristics.",0.00883286977884959
"recommend investments and investment timing to companies, investment firm staff, or the public.",0.02146592771836703
"recommend methods for improving utilization of personnel, material, and utilities.",0.007908499685714167
recommend methods to increase lifestyle physical activity.,0.03019608970909046
recommend methods to reduce potential financial fraud losses.,0.004005603736920163
"recommend modifications to products, packaging, production processes, or other characteristics to improve the environmental soundness or sustainability of products.",0.002464986915027793
recommend new equipment or software packages.,0.019000940803339236
recommend new systems and processes to improve operations.,0.009038285355101906
"recommend optimal transportation modes, routing, equipment, or frequency.",0.0020541557625231607
recommend or authorize capital expenditures for acquisition of new equipment or property to increase efficiency and services of operations department.,0.0015406168218923706
"recommend or implement personnel actions, such as employee selection, evaluation, rewards, or disciplinary actions.",0.002464986915027793
"recommend preservation procedures, such as control of temperature and humidity, to curatorial and building staff.",0.002464986915027793
"recommend preventive measures to be taken in the handling of nuclear technology, based on data obtained from operations monitoring or from evaluation of test results.",0.002156863550649319
recommend procedures or equipment or software upgrades to increase data accessibility or ease of use.,0.009551824295732696
"recommend products to customers, based on customers' needs and interests.",0.0033893570081632153
"recommend purchase of equipment to control dust, temperature, or humidity in area of system installation.",0.002464986915027793
"recommend purchase of new or improved technology, such as automated systems.",0.007086837380704904
recommend purchase of storage equipment and design area layout to locate equipment in space available.,0.005443512770686376
"recommend special diets to improve athletes' health, increase their stamina, or alter their weight.",0.006265175075695639
"recommend strategies for clients to meet their financial goals, such as borrowing money through loans or loan programs, declaring bankruptcy, making budget adjustments, or enrolling in debt management plans.",0.09746969093172397
recommend the use of vitamin and mineral supplements to enhance the health of patients and children.,0.024341745785899455
"recommend to clients strategies in cash management, insurance coverage, investment planning, or other areas to help them achieve their financial goals.",0.014995337066419073
recommend treatment and prevention methods for pest problems to clients.,0.0020541557625231607
"recommend web site improvements, and develop budgets to support recommendations.",0.0016433246100185286
"recommend, select, and help locate or obtain merchandise based on customer needs and desires.",0.019719895320222343
reconcile records of bank transactions.,0.004313727101298638
"record and compile operating data, instrument readings, documentation, and results of laboratory analyses.",0.015303460430797547
"record and compile operational data by completing and maintaining forms, logs, or reports.",0.010989733329498909
record and process results of procedures.,0.03605043363228147
"record data from operations, testing, and production on specified forms.",0.002156863550649319
record facts to prepare reports that document incidents and activities.,0.019000940803339236
record food and fluid intake and output.,0.0020541557625231607
record information about financial status of customers and status of collection efforts.,0.004211019313172479
"record information such as computer operating time, problems that occurred, and actions taken.",0.13762843608905176
"record information such as personnel, production, or operational data on specified forms or reports.",0.011092441117625067
"record information, such as the number of products tested, meter readings, or dates and times of product production.",0.019411771955843867
"record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations.",0.005957051711317166
"record messages, suggesting rewording for clarity or conciseness.",0.26929982046678635
"record operating data, such as process conditions, test results, or instrument readings.",0.0015406168218923706
record operational or production data on specified forms.,0.0020541557625231607
"record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.",0.0022595713387754766
record symbols on computer storage media and use computer aided transcription to translate and display them as text.,0.01930906416771771
"record test data and prepare reports, summaries, or charts that interpret test results.",0.016844077252689917
"record test procedures and results, numerical and graphical data, and recommendations for changes in product or test methods.",0.005648928346938691
"record the exact locations and conditions of artifacts uncovered in diggings or surveys, using drawings and photographs as necessary.",0.03471523238664141
"record, process, and maintain patient data or treatment records and prepare reports.",0.0018487401862708444
"record, review, and compile operations records, test results, and gauge readings such as temperatures, pressures, concentrations, and flows.",0.0016433246100185286
redesign the movement of goods to maximize value and minimize costs.,0.009140993143228065
"refer applicants to job openings or to interviews with other staff, in accordance with administrative guidelines or office procedures.",0.0016433246100185286
"refer clients to services, such as eye care, health care, rehabilitation, and counseling, to enhance visual and life functioning or when condition exceeds scope of practice.",0.004519142677550953
"refer exporters to experts in areas such as trade financing, international marketing, government export requirements, international banking, or marine insurance.",0.008113915261966484
refer patients to appropriate health care services or resources.,0.00523809719443406
refer patients to medical specialists or other practitioners when necessary.,0.0019514479743970028
"refer patients to medical specialists, social services or other professionals as appropriate.",0.0031839414319108986
"refer patients, clients, or family members to community resources or to specialists as necessary.",0.0015406168218923706
refer to manuals and wiring diagrams to gather information needed to repair machines.,0.002567694703153951
"refer to reference materials, such as dictionaries, lexicons, encyclopedias, and computerized terminology banks, as needed to ensure translation accuracy.",0.0020541557625231607
"refer to schematic drawings, product manuals, and troubleshooting guides to diagnose and repair problems.",0.004621850465677112
refer to schematics and manufacturers' specifications that show connections and provide instructions on how to locate problems.,0.0016433246100185286
refer unresolved customer grievances to designated departments for further investigation.,0.0017460323981446867
"reformat documents, moving paragraphs or columns.",0.27823539803376207
reinstall software programs or adjust settings on existing software to fix machine malfunctions.,0.04919703051242969
relay credit report information to subscribers by mail or by telephone.,0.025985070395917978
"render drawings, illustrations, and sketches of buildings, manufactured products, or models, working from sketches, blueprints, memory, models, or reference materials.",0.0020541557625231607
render sequential drawings that can be turned into animated films or advertisements.,0.006984129592578747
rent or lease properties on behalf of clients.,0.0033893570081632153
rent properties or manage rental properties.,0.0035947725844155307
"repair, rework, or calibrate hydraulic or pneumatic assemblies or systems to meet operational specifications or tolerances.",0.0020541557625231607
replace and clean electrical or electronic components.,0.0015406168218923706
report all positions or trading results.,0.0022595713387754766
"report any pertinent information to the proper authorities in cases of child endangerment, neglect, or abuse.",0.004621850465677112
"report incidences of child or elder abuse, neglect, or threats of harm to authorities, as required.",0.003697480372541689
report results of statistical analyses in peer-reviewed papers and technical manuals.,0.021671343294619342
"report results of statistical analyses, including information in the form of graphs, charts, and tables.",0.07579834763710463
represent clients in obtaining bids or awarding construction contracts.,0.0016433246100185286
represent company at trade association meetings to promote products.,0.003286649220037057
represent organizations before domestic or international regulatory agencies on major policy matters or decisions regarding company products.,0.008524746414471117
"represent their government at local, national, and international meetings and conferences.",0.002875818067532425
"represent their parties in negotiations with political executives or members of other parties, and when speaking with the media.",0.0017460323981446867
"research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.",0.0033893570081632153
"research and analyze laws, regulations, policies, and precedent decisions to prepare for hearings and to determine conclusions.",0.02978525855658583
research and analyze member or community needs to determine program directions and goals.,0.006573298440074114
"research and analyze reference materials, and consult with interested parties in order to develop new products or modify existing designs.",0.004108311525046321
research and control animal selection and breeding practices to increase production efficiency and improve animal quality.,0.0019514479743970028
research and evaluate emerging instructional technologies or methods.,0.0026704024912801087
research and identify potential customers for products or services.,0.03245566104786594
"research and prepare manuscripts in support of public programming and the development of exhibits at historic sites, museums, libraries, and archives.",0.02567694703153951
research and record the origins and historical significance of archival materials.,0.021157804353988553
research case law or outcomes of previous case hearings.,0.0020541557625231607
"research computerized automotive applications, such as telemetrics, intelligent transportation systems, artificial intelligence, or automatic control.",0.0023622791269016347
"research craft trends, venues, and customer buying patterns to inspire designs and marketing strategies.",0.0016433246100185286
"research current trends and new technology, such as printing production techniques, computer software, and design trends.",0.0033893570081632153
research diseases to which animals could be susceptible.,0.0019514479743970028
"research environmental sustainability issues, concerns, or stakeholder interests.",0.005854343923191008
research hardware or software products to meet technical networking or security needs.,0.03225024547161362
research how characteristics of plants or animals are carried through successive generations.,0.010784317753246593
research information in the municipal archives upon request of public officials or private citizens.,0.004621850465677112
research information requested by farmers.,0.008113915261966484
"research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.",0.013968259185157494
"research laws, regulations, policies, or precedent decisions to prepare for hearings.",0.013762843608905177
research legal issues and write opinions on the issues.,0.018692817438960764
research new financial products or analytics to determine their usefulness.,0.010784317753246593
research new software or design concepts.,0.0026704024912801087
"research new technologies by attending seminars, reading trade articles, or taking classes, and implement or recommend the implementation of new technologies.",0.0035947725844155307
"research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.",0.0499159850293128
"research or implement green automotive technologies involving alternative fuels, electric or hybrid cars, or lighter or more fuel-efficient vehicles.",0.003697480372541689
"research or recommend textbooks, software, equipment, or other learning materials to complement tutoring.",0.012427642363265122
"research or review regulatory, technical, or market issues related to sustainability.",0.0016433246100185286
"research particular roles to find out more about a character, or the time and place in which a piece is set.",0.003286649220037057
"research policies, practices, or procedures for climate or environmental management.",0.002464986915027793
"research production specifications, costs, production materials and manufacturing methods and provide cost estimates and itemized production requirements.",0.0015406168218923706
"research production topics using the internet, video archives, and other informational sources.",0.009551824295732696
"research reference materials, analyze production data, and consult with interested parties to develop ideas for new products.",0.003286649220037057
"research technical requirements or environmental impacts of urban green spaces, such as green roof installations.",0.0016433246100185286
"research the chemical effects of substances, such as drugs, serums, hormones, or food, on tissues or vital processes.",0.013146596880148229
"research the history of a particular country or region, or of a specific time period.",0.026601317124674933
"research use of bacteria and microorganisms to develop vitamins, antibiotics, amino acids, grain alcohol, sugars, and polymers.",0.0015406168218923706
"research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.",0.07107378938330136
"research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.",0.01725490840519455
"research, document, rate, or select alternatives for web architecture or technologies.",0.009449116507606539
"research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems.",0.0249579925146564
"research, select, or apply sensors, communication technologies, or control devices for motion control, position sensing, pressure sensing, or electronic communication.",0.006162467287569483
"resolve any problems with itineraries, service, or accommodations.",0.007805791897588011
resolve customer complaints or answer customers' questions regarding policies and procedures.,0.022595713387754766
resolve customer complaints regarding food service.,0.0017460323981446867
resolve customer complaints regarding problems such as payout errors.,0.006470590651947956
resolve customer complaints regarding sales and service.,0.012427642363265122
resolve customer complaints regarding worker performance or services rendered.,0.0016433246100185286
resolve customer complaints.,0.015508876007049862
"resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",0.011400564482003541
resolve discrepancies in accounting records.,0.005135389406307902
"resolve garbled or indecipherable messages, using cryptographic procedures and equipment.",0.00523809719443406
"resolve or clarify codes or diagnoses with conflicting, missing, or unclear information by consulting with doctors or others or by participating in the coding team's regular meetings.",0.002978525855658583
"resolve problems concerning transportation, logistics systems, imports or exports, or customer issues.",0.006881421804452588
resolve questions or problems with customs officials.,0.010168071024489645
"respond to customer complaints, legal inquiries, payment negotiations, or other post-service matters.",0.00575163613506485
"respond to customer complaints, taking action as necessary.",0.005957051711317166
respond to customer inquiries or complaints.,0.06378153642634414
"respond to customer, public, or media requests for information about wellness programs or services.",0.0018487401862708444
respond to general inquiries or requests from the public.,0.020438849837105446
"respond to internal and external requests for the release of information contained in medical records, copying medical records, and selective extracts in accordance with laws and regulations.",0.01930906416771771
"respond to passengers' questions, requests, or complaints.",0.004211019313172479
respond to program error messages by finding and correcting problems or terminating the program.,0.14810463047791989
respond to questions from judicial officers or court staff on general legal issues.,0.007703084109461853
"respond to questions from patrons, and provide information about animals, such as behavior, habitat, breeding habits, or facility activities.",0.0034920647962893734
respond to requests for information about employers' activities or status.,0.002773110279406267
respond to requests for information from the media or designate an appropriate spokesperson or information source.,0.0083193308382188
"respond to requests for information from the public, other municipalities, state officials, or state and federal legislative offices.",0.013352012456400544
"respond to user email inquiries, or set up automated systems to send responses.",0.0019514479743970028
retrieve information from central databases for storage in a library's computer.,0.019719895320222343
"retrieve patient medical records for physicians, technicians, or other medical personnel.",0.002156863550649319
"retrieve, separate and sort program output as needed, and send data to specified users.",0.018692817438960764
return assignments to students in accordance with established deadlines.,0.0017460323981446867
return borrowed or rented items when productions are complete and return other items to storage.,0.002156863550649319
"review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.",0.0020541557625231607
review all securities transactions to ensure accuracy of information and conformance to governing agency regulations.,0.002464986915027793
"review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",0.6461346951016602
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"review and analyze specifications, sketches, drawings, ideas, and related data to assess factors affecting component designs and the procedures and instructions to be followed.",0.0031839414319108986
review and approve proofs submitted by composing room prior to publication production.,0.012119518998886646
"review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.",0.0345098168103891
review and evaluate clients' progress in relation to measurable goals described in treatment and care plans.,0.0015406168218923706
review and evaluate employee performance.,0.002567694703153951
"review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.",0.0033893570081632153
"review and evaluate new and current programs to determine their efficiency, effectiveness, and compliance with state, local, and federal regulations and recommend any necessary modifications.",0.0015406168218923706
"review and interpret government codes, and develop programs to ensure adherence to codes and facility safety, security, and maintenance.",0.0022595713387754766
"review and interpret plans, blueprints, site layouts, specifications, or construction methods to ensure compliance to legal requirements and safety regulations.",0.016330538312059127
review and revise sustainability proposals or policies.,0.002773110279406267
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"review applications for site plans and permits and recommend approval, denial, modification, or further investigative action.",0.009654532083858854
review assembled films or edited videotapes on screens or monitors to determine if corrections are necessary.,0.0017460323981446867
"review blueprints, building codes, or specifications to determine work details or procedures.",0.0030812336437847413
review books and journal articles for potential publication.,0.009449116507606539
"review catalogs, industry periodicals, directories, trade journals, and internet sites and consult with other department personnel to locate necessary goods and services.",0.0026704024912801087
"review changes to financial, family, or employment situations to determine whether changes to existing debt management plans, spending plans, or budgets are needed.",0.0038001881606678474
"review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.",0.8740432769536048
review clinical protocols to ensure collection of data needed for regulatory submissions.,0.004005603736920163
review collection reports to determine the status of collections and the amounts of outstanding balances.,0.005546220558812534
"review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.",0.002978525855658583
review completed construction drawings and cost estimates for accuracy and conformity to standards and regulations.,0.009654532083858854
"review data about material assets, net worth, liabilities, capital stock, surplus, income, and expenditures.",0.004416434889424795
"review development plans for transportation system effects, infrastructure requirements, or compliance with applicable transportation regulations.",0.0026704024912801087
"review documents such as purchase orders, sales tickets, charge slips, or hospital records to compute fees or charges due.",0.0020541557625231607
review employment applications and job orders to match applicants with job requirements.,0.007703084109461853
"review event bills for accuracy, and approve payment.",0.004005603736920163
"review existing electrical engineering criteria to identify necessary revisions, deletions, or amendments to outdated material.",0.0015406168218923706
review existing policies or legislation to identify environmental impacts.,0.009654532083858854
review facts of incidents to determine if criminal act or statute violations were involved.,0.0015406168218923706
"review files, records, and other documents to obtain information to respond to requests.",0.021157804353988553
"review financial periodicals, stock and bond reports, business publications, or other material to identify potential investments for clients or to keep abreast of trends affecting market conditions.",0.03245566104786594
"review financial statements, sales or activity reports, or other performance data to identify opportunities for cost reductions or service improvements.",0.02608777818404414
"review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",0.03286649220037057
review footage sequence by sequence to become familiar with it before assembling it into a final product.,0.002978525855658583
"review global, national, or regional transportation or logistics reports for ways to improve efficiency or minimize the environmental impact of logistics activities.",0.0017460323981446867
review grant applications or make funding recommendations.,0.006265175075695639
"review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.",0.0844258018397019
review insurance policy terms to determine whether a particular loss is covered by insurance.,0.019000940803339236
review insurance policy to determine coverage.,0.005443512770686376
review legal publications and perform database searches to identify laws and court decisions relevant to pending cases.,0.004519142677550953
review manuscripts for publication in books and professional journals.,0.015919707159554496
"review operating practices and procedures to determine whether improvements can be made in areas such as workflow, reporting procedures, or expenditures.",0.002567694703153951
review operational records and reports to project sales and determine profitability.,0.0019514479743970028
"review or approve designs, calculations, or cost estimates.",0.0019514479743970028
review or transmit images and information using picture archiving or communications systems.,0.004313727101298638
"review or update web page content or links in a timely manner, using appropriate tools.",0.04837536820742043
review papers for colleagues and scientific journals.,0.016844077252689917
review papers for publication in journals.,0.020644265413357763
"review papers or serve on editorial boards for scientific journals, and review grant proposals for federal agencies.",0.017152200617068392
"review papers or serve on editorial boards for scientific journals, and review grant proposals for various agencies.",0.020438849837105446
"review performer information, such as photos, resumes, voice tapes, videos, and union membership, to decide whom to audition for parts.",0.003286649220037057
"review plans for new construction with clients, enumerating and recommending available options and features.",0.0022595713387754766
"review prescription, diagnosis, patient chart, and identification.",0.0015406168218923706
review procedures in database management system manuals for making changes to database.,0.01725490840519455
"review project activities and prepare and review research, testing, or operational reports.",0.0019514479743970028
review project plans to plan and coordinate project activity.,0.002875818067532425
"review property listings, trade journals, and relevant literature, and attend conventions, seminars, and staff and association meetings to remain knowledgeable about real estate markets.",0.02033614204897929
"review proposed study protocols to evaluate factors such as sample collection processes, data management plans, and potential subject risks.",0.004621850465677112
"review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.",0.05227826415621444
"review records for completeness, accuracy, and compliance with regulations.",0.009346408719480382
review reports of securities transactions or price lists to analyze market conditions.,0.005957051711317166
review reports of suspected fraud to determine need for further investigation.,0.002464986915027793
"review research literature to maintain knowledge on topics related to industrial ecology, such as physical science, technology, economy, and public policy.",0.003697480372541689
review research literature to remain current on psychological science issues.,0.009243700931354223
"review research or literature in art therapy, psychology, or related disciplines.",0.015919707159554496
"review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.",0.0035947725844155307
review scientific proposals and research papers.,0.04365080995361716
"review scripts or other production information to determine a story's locale or period, as well as the number of characters and required costumes.",0.004519142677550953
review sets of photographs to select the best work.,0.009346408719480382
"review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.",0.27741373572875283
review subject matter of materials to be classified and select classification numbers and headings according to classification systems.,0.0035947725844155307
"review work done by others to check for correct spelling and grammar, ensure that company format policies are followed, and recommend revisions.",0.006881421804452588
"review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines.",0.004929973830055586
"review written, audio, or video copy and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.",0.034817940174767574
"review, approve, or interpret genetic laboratory results.",0.004929973830055586
"review, classify, and record survey data in preparation for computer analysis.",0.01879552522708692
"revise existing marketing plans or campaigns for green products, technologies, or services.",0.002978525855658583
"revise programs or tapes to eliminate errors, and retest programs to check that problems have been solved.",0.1297199364033376
revise work to meet editorial approval or to fit time or space requirements.,0.0019514479743970028
"revise written material to meet personal standards and to satisfy needs of clients, publishers, directors, or producers.",0.006676006228200272
"rewrite original musical scores in different musical styles by changing rhythms, harmonies, or tempos.",0.004621850465677112
"route or reroute drivers in real time with remote route navigation software, satellite linkup systems, or global positioning systems (gps) to improve operational efficiencies.",0.004108311525046321
"sample and test air to identify gasses, such as bromine, ozone, or sulfur dioxide, or particulates, such as mold, dust, or allergens.",0.004313727101298638
scan or read incoming materials to determine how and where they should be classified or filed.,0.004929973830055586
schedule and conduct closings of mortgage transactions.,0.0022595713387754766
"schedule and confirm appointments for clients, customers, or supervisors.",0.002567694703153951
schedule and facilitate meetings related to information technology projects.,0.002156863550649319
schedule appointments and maintain and update appointment calendars.,0.007086837380704904
"schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees.",0.007497668533209536
schedule space or equipment for special programs and prepare lists of participants.,0.002875818067532425
"script, plan, and create animated narrative sequences under tight deadlines, using computer software and hand drawing techniques.",0.006470590651947956
"search electronic sources, such as databases or repositories, or manual sources for information.",0.10599443734619507
"search for specific sets of stored, typed characters to make changes.",0.021671343294619342
search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.,0.013762843608905177
"search standard reference materials, including online sources and the internet, to answer patrons' reference questions.",0.1534454354604801
seek and provide information to help companies determine their position in the marketplace.,0.08596641866159427
seek new ways to improve efficiency and increase profits.,0.0019514479743970028
seek out and learn new music suitable for live performance or recording.,0.006162467287569483
"select and assemble books, materials, supplies, and equipment for training, courses, or projects.",0.006881421804452588
"select and edit documents for publication and display, applying knowledge of subject, literary expression, and presentation techniques.",0.780579189758801
select and obtain materials and supplies such as textbooks.,0.0033893570081632153
"select and purchase seeds, plant nutrients, disease control chemicals, and garden and lawn care equipment.",0.0015406168218923706
"select and use laboratory, operational, or diagnostic techniques or test equipment to assess electromechanical circuits, equipment, processes, systems, or subsystems.",0.012735765727643594
select appropriate curricula or class structures for educational programs.,0.0016433246100185286
select cartographic elements needed for effective presentation of information.,0.0134547202445267
"select digital images for printing, specify number of images to be printed, and direct to printer, using computer software.",0.04704016696178038
"select material most pertinent to presentation, and organize this material into appropriate formats.",0.055770328952503806
"select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.",0.005854343923191008
select or direct the execution of trades.,0.0019514479743970028
select or prepare speech-language instructional materials.,0.002773110279406267
select performers for roles or submit lists of suitable performers to producers or directors for final selection.,0.0017460323981446867
"select photographs, drawings, sketches, diagrams, and charts to illustrate material.",0.019719895320222343
select plays or scripts for production and determine how material should be interpreted and performed.,0.00523809719443406
"select plays, scripts, books, or ideas to be produced.",0.006984129592578747
"select program content, in conjunction with producers and assistants, based on factors such as program specialties, audience tastes, or requests from the public.",0.011400564482003541
"select programming languages, design tools, or applications.",0.0034920647962893734
"select qualified job applicants or refer them to managers, making hiring recommendations when appropriate.",0.0022595713387754766
select statistical tests for analyzing data.,0.012838473515769755
"select the most suitable cleaning materials for different types of linens, furniture, flooring, and surfaces.",0.028758180675324246
"select themes, lighting, colors, or props to be used.",0.005135389406307902
"select, acquire, and maintain programs, music, films, and other needed materials and obtain legal clearances for their use as necessary.",0.0020541557625231607
"select, order, and issue books, materials, and supplies for courses or projects.",0.0017460323981446867
"sell services or equipment, such as trusts, investments, or check processing services.",0.0022595713387754766
"send, receive, and interpret coded messages.",0.007086837380704904
"serve as a confidential point of contact for employees to communicate with management, seek clarification on issues or dilemmas, or report irregularities.",0.004519142677550953
serve as a liaison between the university and other governmental and educational agencies.,0.002875818067532425
serve as an offsite teleradiologist for facilities that do not have on-site radiologists.,0.0023622791269016347
"serve as liaisons between organizations, shareholders, and outside organizations.",0.00523809719443406
"serve on academic or administrative committees that deal with institutional policies, departmental matters, and academic issues.",0.0022595713387754766
set labeling standards and approve labels for meat or poultry products.,0.0019514479743970028
set prices or credit terms for goods or services based on forecasts of customer demand.,0.0039028959487940056
set up and adjust machines and equipment.,0.0017460323981446867
"set up and conduct chemical experiments, tests, and analyses, using techniques such as chromatography, spectroscopy, physical or chemical separation techniques, or microscopy.",0.07538751648459999
"set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes.",0.0016433246100185286
"set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems.",0.029990674132838145
set up appointments for parties to meet for mediation.,0.004827266041929427
"set up database clusters, backup, or recovery processes.",0.002567694703153951
"set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software.",0.024752576938404085
"set up mechanical, hydraulic, or electric test equipment in accordance with engineering specifications, standards, or test procedures.",0.0023622791269016347
"set up, adjust, and operate audio-visual equipment, such as cameras, film and slide projectors, and recording equipment, for meetings, events, classes, seminars, and video conferences.",0.004519142677550953
"set up, adjust, calibrate, clean, maintain, and troubleshoot laboratory and field equipment.",0.002156863550649319
"share information about religious issues by writing articles, giving speeches, or teaching.",0.16854348031502533
share research findings by writing scientific articles or by making presentations at scientific conferences.,0.0018487401862708444
shop for or order food and kitchen supplies and equipment.,0.003286649220037057
show and explain orthopedic and prosthetic appliances to healthcare workers.,0.0017460323981446867
"simulate or model fuel cell, motor, or other system information, using simulation software programs.",0.004929973830055586
"sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.",0.005854343923191008
solicit and compile listings of available rental properties.,0.004108311525046321
"solicit cash or in-kind donations or sponsorships from individual, business, or government donors.",0.0026704024912801087
"sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports.",0.004313727101298638
speak foreign languages to communicate with foreign visitors.,0.06193279624007329
"speak to various groups, organizations, and clubs to promote the aims and activities of historical societies.",0.002567694703153951
"specialize in an area of history or technology, researching topics or items relevant to collections to determine what should be retained or acquired.",0.0015406168218923706
specify inputs accessed by the system and plan the distribution and use of the results.,0.0017460323981446867
specify power supply requirements and configuration.,0.002567694703153951
specify users and user access levels for each segment of database.,0.002567694703153951
"sponsor extracurricular activities such as clubs, student organizations, and academic contests.",0.0015406168218923706
"stack cargo in locations such as transit sheds or in holds of ships as directed, using pallets or cargo boards.",0.0015406168218923706
"standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.",0.008730161990723432
"stay abreast of changes in import or export laws or regulations by reading current literature, attending meetings or conferences, or conferring with colleagues.",0.014276382549535966
"stay abreast of latest industry trends, products, research, and treatments.",0.005854343923191008
stay informed of logistics technology advances and apply appropriate technology to improve logistics processes.,0.002567694703153951
stay informed of the latest styles and hair care techniques.,0.006367882863821797
stay up-to-date on new regulations and current events regarding food science by reviewing scientific literature.,0.007189545168831061
store food in designated containers and storage areas to prevent spoilage.,0.019617187532096184
"store, retrieve, and manipulate data for analysis of system capabilities and requirements.",0.10116717130426567
"structure or negotiate deals, such as corporate mergers, sales, or acquisitions.",0.029477135192207356
study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.,0.012119518998886646
"study and document quantities, distribution, disposition, and development of underground and surface waters.",0.005546220558812534
"study and interpret religious laws, doctrines, or traditions.",0.004416434889424795
"study and rehearse roles from scripts to interpret, learn and memorize lines, stunts, and cues as directed.",0.005648928346938691
study and research scripts to determine how they should be directed.,0.002875818067532425
study animal and human health and physiological processes.,0.00729225295695722
"study aquatic plants and animals and environmental conditions affecting them, such as radioactivity or pollution.",0.02393091463339482
study archival collections of primary historical sources to help explain the origins and development of cultural patterns.,0.02547153145528719
"study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and function.",0.06922504919703051
study blueprints and examine surface to be covered to determine amount of material needed.,0.0083193308382188
"study blueprints, design specifications, or manufacturers' recommendations to ascertain the configuration of heating or cooling equipment components and to ensure the proper installation of components.",0.00523809719443406
"study celestial phenomena, using a variety of ground-based and space-borne telescopes and scientific instruments.",0.0166386616764376
"study characteristics of animals, such as origin, interrelationships, classification, life histories and diseases, development, genetics, and distribution.",0.004827266041929427
study communication code languages or foreign languages to translate intelligence.,0.0015406168218923706
"study consumers' reactions to new products and package designs, and to advertising efforts, using surveys and tests.",0.0016433246100185286
"study diagnostic records, such as medical or dental histories, plaster models of the teeth, photos of a patient's face and teeth, and x-rays, to develop patient treatment plans.",0.0019514479743970028
study different techniques to learn how to apply them to artistic endeavors.,0.006162467287569483
study documentation or other information for new scientific or technical products.,0.09418304171168691
"study economic and statistical data in area of specialization, such as finance, labor, or agriculture.",0.009243700931354223
"study effects of various methods of processing, preserving, or packaging on composition or properties of foods.",0.0015406168218923706
study films or scripts to determine how musical scores can be used to create desired effects or moods.,0.008627454202597275
"study machining instructions, job orders, or blueprints to determine dimensional or finish specifications, sequences of operations, setups, or tooling requirements.",0.0015406168218923706
"study methods to improve aspects of foods, such as chemical composition, flavor, color, texture, nutritional value, and convenience.",0.008524746414471117
study nutritional requirements of animals and nutritive values of animal feed materials.,0.004929973830055586
"study object documentation or conduct standard chemical and physical tests to ascertain the object's age, composition, original appearance, need for treatment or restoration, and appropriate preservation method.",0.008422038626344958
"study objects and structures recovered by excavation to identify, date, and authenticate them and to interpret their significance.",0.021979466658997818
study original pieces of music to become familiar with them prior to making any changes.,0.002156863550649319
"study physical principles of living cells or organisms and their electrical or mechanical energy, applying methods and knowledge of mathematics, physics, chemistry, or biology.",0.00523809719443406
"study production information, such as character descriptions, period settings, and situations in order to determine makeup requirements.",0.002773110279406267
"study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats.",0.005957051711317166
"study reactions of plants, animals, and marine species to parasites.",0.002773110279406267
study scripts to become familiar with production concepts and requirements.,0.03081233643784741
"study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.",0.0020541557625231607
"study the chemistry of living processes, such as cell development, breathing and digestion, or living energy changes, such as growth, aging, or death.",0.0030812336437847413
"study the economic, political, and cultural characteristics of a specific region's population.",0.06439778315510108
study the mutations in organisms that lead to cancer or other diseases.,0.012633057939517437
"study the objectives, promotional policies, or needs of organizations to develop public relations strategies that will influence public opinion or promote ideas, products, or services.",0.019617187532096184
study the structure and composition of food or the changes foods undergo in storage and processing.,0.05854343923191007
"study the structure and function of human, animal and plant tissues, cells, pathogens and toxins.",0.006676006228200272
"study work order requests to determine type of service, such as lighting or power, demanded by installation.",0.004108311525046321
"study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value.",0.03954249842857084
"subcontract fabrication, installation, and arrangement of carpeting, fixtures, accessories, draperies, paint and wall coverings, art work, furniture, and related items.",0.0018487401862708444
"submit preliminary or finished artwork or project plans to clients for approval, incorporating changes as necessary.",0.005032681618181743
"suggest and check alternate spellings, locations, or listing formats to customers lacking details or complete information.",0.004108311525046321
suggest best methods of packaging or labeling products.,0.0022595713387754766
suggest specific product purchases to meet customers' needs.,0.016433246100185286
suggest treatments to alleviate hair problems.,0.002464986915027793
summarize budgets and submit recommendations for the approval or disapproval of funds requests.,0.002978525855658583
"summarize pertinent legal or insurance details, or sections of statutes or case law from reference books so that they can be used in examinations, or as proofs or ready reference.",0.032661076624118254
"summarize technical data to assist physicians to diagnose brain, sleep, or nervous system disorders.",0.002464986915027793
summarize test results and report to appropriate authorities.,0.002567694703153951
supervise and work with volunteers.,0.0016433246100185286
"supervise staff, volunteers, practicum students, or interns.",0.0020541557625231607
"supply guests or travelers with directions, travel information, and other information, such as available services and points of interest.",0.020028018684600815
"supply the latest price quotes on any security, as well as information on the activities or financial positions of the corporations issuing these securities.",0.02567694703153951
support the development of training materials and technical manuals.,0.0033893570081632153
"synthesize analyses of test results, and use the results to prepare technical reports of findings and recommendations.",0.06419236757884876
synthesize current business intelligence or trend data to support recommendations for action.,0.03225024547161362
take beverage orders from serving staff or directly from patrons.,0.0018487401862708444
"take dictation using shorthand, a stenotype machine, or headsets and transcribing machines.",0.002773110279406267
take food orders and relay orders to kitchens or serving counters so they can be filled.,0.006778714016326431
"take orders from customers and cook foods requiring short preparation times, according to customer requirements.",0.004724558253803269
"take pictures of individuals, families, and small groups, either in studio or on location.",0.002464986915027793
"teach and conduct research in colleges, universities, museums, and other research agencies and schools.",0.03954249842857084
teach and explain the rules and regulations governing a specific sport.,0.0018487401862708444
teach and mentor undergraduate and graduate students in anthropology.,0.009449116507606539
teach archeology at colleges and universities.,0.0026704024912801087
teach biomedical engineering or disseminate knowledge about the field through writing or consulting.,0.011195148905751224
teach classes and present self-help or information sessions on subjects related to education and career planning.,0.006984129592578747
teach classes in mental health topics such as stress reduction.,0.00523809719443406
teach classes or courses to students.,0.005135389406307902
"teach courses or seminars on topics such as budgeting, managing personal finances, or financial literacy.",0.027320271641558036
"teach courses or seminars related to exercise or diet for patients, athletes, or community groups.",0.005854343923191008
"teach fitness classes to improve strength, flexibility, cardiovascular conditioning, or general fitness of participants.",0.0015406168218923706
teach instructors to use instructional technology or to integrate technology with teaching.,0.0083193308382188
teach or advise undergraduate or graduate students or supervise their research.,0.04354810216549101
teach or supervise students and perform research at universities and colleges.,0.005340804982560217
teach patient education programs that include information required to make informed health care and treatment decisions.,0.0022595713387754766
teach patients how to deal constructively with their emotions.,0.019000940803339236
"teach personal development skills such as goal setting, independence, and self-advocacy.",0.022698421175880924
teach political science.,0.0230065445402594
"teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.",0.02074697320148392
teach proper breathing techniques used during physical exertion.,0.004108311525046321
"teach socially acceptable behavior, employing techniques such as behavior modification or positive reinforcement.",0.0034920647962893734
teach students or other staff.,0.007805791897588011
"teach students personal development skills such as goal setting, independence, and self-advocacy.",0.0017460323981446867
"teach students, dancers, and other performers about rhythm and interpretive movement.",0.0026704024912801087
teach undergraduate level courses.,0.00523809719443406
teach writing classes.,0.002464986915027793
"teach, take continuing education classes, attend conferences or seminars, or conduct research and publish findings to increase understanding of mental, emotional, or behavioral states or disorders.",0.02516340809090872
"tell jokes, perform comic dances, songs and skits, impersonate mannerisms and voices of others, contort face, and use other devices to amuse audiences.",0.013146596880148229
"test and analyze samples to determine their content and characteristics, using laboratory apparatus or testing equipment.",0.002978525855658583
"test and analyze thermodynamic systems for renewable energy applications, such as solar or wind, to maximize energy production.",0.002464986915027793
test and charge batteries.,0.009757239871985013
test and treat water supply.,0.003697480372541689
"test and troubleshoot instruments, components, and assemblies, using circuit testers, oscilloscopes, or voltmeters.",0.003697480372541689
"test equipment performance, focus of lens system, diaphragm alignment, lens mounts, or film transport, using precision gauges.",0.0015406168218923706
test fabrics in inconspicuous places to determine whether solvents will damage dyes or fabrics.,0.002464986915027793
"test gas, chemicals, and air during processing to assess factors such as purity and moisture content, and to detect quality problems or gas or chemical leaks.",0.0038001881606678474
"test machines, components, materials, or products to determine characteristics such as performance, strength, or response to stress.",0.21126992017550705
"test metals to determine conformance to specifications of mechanical strength, strength-weight ratio, ductility, magnetic and electrical properties, and resistance to abrasion, corrosion, heat, and cold.",0.005032681618181743
test new and updated bioinformatics tools and software.,0.005648928346938691
"test new products for flavor, texture, color, nutritional content, and adherence to government and industry standards.",0.0038001881606678474
"test or calibrate components or equipment, following manufacturers' manuals and troubleshooting techniques, using hand tools, power tools, or measuring devices.",0.011195148905751224
"test parts for hardness, using hardness testing equipment, or by examining and feeling samples.",0.0017460323981446867
"test performance of electromechanical assemblies, using test instruments such as oscilloscopes, electronic voltmeters, or bridges.",0.005648928346938691
"test programs or databases, correct errors, and make necessary modifications.",0.34520087589201714
test software systems or applications for software enhancements or new products.,0.002567694703153951
"test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.",0.004108311525046321
test solutions used to process textile goods to detect variations from standards.,0.0018487401862708444
test system modifications to prepare for implementation.,0.06511673767198418
test water sources for factors such as flow volume and contaminant presence.,0.004313727101298638
"test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",0.3007284036333907
"trace historical development in a particular field, such as social, cultural, political, or diplomatic history.",0.020438849837105446
"track and analyze factors that affect price movement, such as trade policies, weather conditions, political developments, or supply and demand changes.",0.016946785040816075
"track, compile, and analyze web site usage data.",0.004108311525046321
"track, measure, or report on aspects of market risk for traded issues.",0.0039028959487940056
train and assist tutors and community literacy volunteers.,0.009551824295732696
train operations staff.,0.0016433246100185286
train users and answer questions.,0.0035947725844155307
transcribe data to worksheets and enter data into computer for use in preparing documents and adjusting accounts.,0.002156863550649319
"transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries.",0.004108311525046321
"transcribe ideas for musical compositions into musical notation, using instruments, pen and paper, or computers.",0.006059759499443323
transcribe medical reports.,0.009859947660111171
"transcribe musical compositions and melodic lines to adapt them to a particular group, or to create a particular musical style.",0.004519142677550953
transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records.,0.004211019313172479
transcribe recorded proceedings in accordance with established formats.,0.04806724484304196
"transcribe, type, and distribute reports of diagnostic procedures for interpretation by physician.",0.020028018684600815
"transfer photographs to computers for editing, archiving, and electronic transmission.",0.0035947725844155307
"translate data into numbers, equations, flow charts, graphs, or other forms.",0.08401497068719728
"translate electromechanical drawings into design specifications, applying principles of engineering, thermal or fluid sciences, mathematics, or statistics.",0.002978525855658583
translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records.,0.006881421804452588
"translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible.",0.08730161990723433
"translate nursing practice information between nurses and systems engineers, analysts, or designers using object-oriented models or other techniques.",0.002567694703153951
translate or request translation of reference materials.,0.021774051082745504
"transmit and receive messages, using telephones or telephone switchboards.",0.0022595713387754766
transmit claims for payment or further investigation.,0.0026704024912801087
"transmit information or documents to customers, using computer, mail, or facsimile machine.",0.03379086229350599
transpose music from one voice or instrument to another to accommodate particular musicians.,0.007600376321335695
"transpose music to alternate keys, or to fit individual styles or purposes.",0.002875818067532425
"treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.",0.009243700931354223
treat diseases of female organs.,0.008422038626344958
"treat minor cuts, abrasions, or contusions.",0.00729225295695722
treat patients for routine physical health problems.,0.0016433246100185286
treat patients' symptoms with alternative health care methods such as herbs and hydrotherapy.,0.0083193308382188
"treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment.",0.006367882863821797
treat wounds or superficial lacerations.,0.0015406168218923706
"troubleshoot equipment, electrical components, hydraulics, or other mechanical systems.",0.004211019313172479
"troubleshoot microprocessors or electronic instruments, equipment, or systems, using electronic test equipment such as logic analyzers.",0.002875818067532425
troubleshoot network or connectivity problems for users or user groups.,0.0601867638419286
"troubleshoot problems involving office equipment, such as computer hardware and software.",0.6549675648805098
troubleshoot problems with chemical manufacturing processes.,0.011914103422634333
"troubleshoot problems with equipment, devices, or products.",0.008422038626344958
"troubleshoot robotic systems, using knowledge of microprocessors, programmable controllers, electronics, circuit analysis, mechanics, sensor or feedback systems, hydraulics, or pneumatics.",0.002773110279406267
"troubleshoot, maintain, and make minor repairs to equipment.",0.0016433246100185286
"tune or adjust equipment and instruments to obtain optimum visual or auditory reception, according to specifications, manuals, and drawings.",0.002464986915027793
turn or stir foods to ensure even cooking.,0.007908499685714167
tutor and assist children individually or in small groups to help them master assignments and to reinforce learning concepts presented by teachers.,0.036974803725416894
"type correspondence, reports, text and other written material from rough drafts, corrected copies, voice recordings, dictation or previous versions, using a computer, word processor, or typewriter.",0.009243700931354223
"type, file, and duplicate materials.",0.003697480372541689
update and maintain content posted on the web.,0.03985062179294931
update automated test scripts to ensure currency.,0.005135389406307902
"update operational records or licensing information, using computer terminals.",0.0019514479743970028
"use computer skills and software to manage web sites or databases, publish newsletters, or provide webinars.",0.22010278995435667
use computer software to generate new images.,0.03676938814916457
"use computer-aided design (cad) software to prepare or evaluate network diagrams, floor plans, or site configurations for existing facilities, renovations, or new systems.",0.0016433246100185286
"use computers for various applications, such as database management or word processing.",0.10835671647309672
"use computers, audio-visual aids, and other equipment and materials to supplement presentations.",0.030709628649721248
"use data entry devices, such as optical scanners, to input data into computers for revision or editing.",0.002567694703153951
use informatics science to design or implement health information technology applications to resolve clinical or health care administrative problems.,0.003286649220037057
"use materials such as pens and ink, watercolors, charcoal, oil, or computer software to create artwork.",0.03183941431910899
"use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.",0.031223167590352045
use models to simulate the behavior of animated objects in the finished sequence.,0.31171813696288964
use nondisciplinary tools and equipment such as a computer.,0.33585446717253675
"use object-oriented programming languages, as well as client and server applications development processes and multimedia and internet technology.",0.02095238877773624
"use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",0.023211960116511714
validate known intelligence with data from other sources.,0.01879552522708692
vary language and tone of messages based on product and medium.,0.0083193308382188
verify accuracy of billing data and revise any errors.,0.002567694703153951
"verify bibliographical data for materials, including author, title, publisher, publication date, and edition.",0.004108311525046321
"verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.",0.004519142677550953
"verify dimensions and contours of models during hand-forming processes, using templates and measuring devices.",0.0030812336437847413
"verify dimensions of completed patterns, using templates, straightedges, calipers, or protractors.",0.005340804982560217
"verify dimensions of products, using measuring instruments, such as calipers, vernier gauges, or protractors.",0.016844077252689917
"verify dimensions, alignments, and clearances of finished parts for conformance to specifications, using measuring instruments such as calipers, gauge blocks, micrometers, and dial indicators.",0.011708687846382015
"verify stability, interoperability, portability, security, or scalability of system architecture.",0.024341745785899455
"verify that incoming and outgoing products are moving through the correct meters, and that meters are working properly.",0.0016433246100185286
verify that software technology is in place to adequately provide oversight and monitoring in all required areas.,0.0016433246100185286
verify that transportation and handling procedures meet regulatory requirements.,0.0015406168218923706
"verify the authenticity of documents, such as foreign identification or immigration documents.",0.007805791897588011
"verify the structure, accuracy, or quality of warehouse data.",0.002567694703153951
"visit establishments, such as pharmacies, to determine product sales.",0.00729225295695722
visit textile showrooms to keep up-to-date on the latest fabrics.,0.004519142677550953
"weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.",0.03738563487792153
"work as part of a healthcare team to assess patient needs, plan and modify care, and implement interventions.",0.002875818067532425
"work closely with directors, other actors, and playwrights to find the interpretation most suited to the role.",0.004005603736920163
work with clients to identify their financial goals and to find ways of reaching those goals.,0.0134547202445267
write about and present research findings for a variety of specialized and general audiences.,0.04293185543673406
"write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services.",0.39696560110760076
write algorithms or programming code for ad hoc robotic applications.,0.010989733329498909
write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.,0.011914103422634333
write and edit news stories from information collected by reporters and other sources.,0.008935577566975748
write and present reports of research findings.,0.023725499057142503
write and publish articles in scientific journals.,0.005032681618181743
"write and review grant proposals, journal articles, institutional reports, and publicity materials.",0.027731102794062667
"write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased.",0.003286649220037057
write and send letters of thanks to donors.,0.0033893570081632153
write and submit grant applications or proposals to secure funding for distance learning programs.,0.0031839414319108986
write articles and books.,0.012119518998886646
write articles or pamphlets about products.,0.008422038626344958
"write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",0.14204487097847657
"write articles, manuals, and other publications and assist in the distribution of promotional literature about programs and facilities.",0.0269094404890534
"write articles, manuals, and other publications, and assist in the distribution of promotional literature about facilities and programs.",0.2648833855773616
"write articles, white papers, and reports to share research findings and educate others.",0.05854343923191007
"write changes directly into compositions, or use computer software to make changes.",0.11708687846382014
"write columns, editorials, commentaries, or reviews that interpret events or offer opinions.",0.0035947725844155307
"write commentaries, columns, or scripts, using computers.",0.0018487401862708444
write computer or microprocessor software programs.,0.09479928844044386
write computer programs or scripts to be used in querying databases.,0.1132866903031523
write copy as part of layout.,0.033996277869758305
write decisions on cases.,0.009654532083858854
write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.,0.02988796634471199
write detailed functional specifications that document the hardware development process and support hardware introduction.,0.009551824295732696
"write drafts of legislative proposals, and prepare speeches, correspondence, and policy papers for governmental use.",0.027320271641558036
write engineering specifications to clarify design details or functional criteria of experimental electronics units.,0.005032681618181743
"write humorous material for publication, or for performances such as comedy routines, gags, and comedy shows.",0.17696551894137028
write information in medical records or provide narrative summaries to communicate patient information to other health care providers.,0.02239029781150245
write instructional articles on designated subjects.,0.08658266539035121
"write interesting and effective press releases, prepare information for media kits, and develop and maintain company internet or intranet web pages.",0.05813260807940544
"write marketing content for green product web sites, brochures, or other communication media.",0.0035947725844155307
"write narrative, dramatic, lyric, or other types of poetry for publication.",0.3382167462994384
"write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.",0.31017752014099725
"write online blog entries that address news developments or offer additional information, opinions, or commentary on news events.",0.0016433246100185286
"write or prepare detailed clinical neuropsychological reports using data from psychological or neuropsychological tests, self-report measures, rating scales, direct observations, or interviews.",0.0031839414319108986
"write or review security-related documents, such as incident reports, proposals, and tactical or strategic initiatives.",0.016844077252689917
write or revise standard operating procedures for logistics processes.,0.002875818067532425
write original literary pieces.,0.08986931461038827
"write original or adapted material for dramas, comedies, puppet shows, narration, or other performances.",0.8925306788163133
write press releases or other media communications to promote clients.,0.1262278716070482
write program code to analyze data using statistical analysis software.,0.018384694074582285
"write programs in the language of a machine's controller and store programs on media such as punch tapes, magnetic tapes, or disks.",0.17049492828942234
"write project proposals, grant applications, or other documents to pursue funding for environmental initiatives.",0.005854343923191008
write proposals for research or project grants.,0.019000940803339236
write proposals to secure external funding or to partner with other companies.,0.04837536820742043
"write reports and maintain proper documentation of information, such as client medicaid or billing records or caseload activities, including the initial evaluation, treatment, progress, and discharge of clients.",0.0035947725844155307
"write reports of daily activities and irregularities, such as equipment or property damage, theft, presence of unauthorized persons, or unusual occurrences.",0.0034920647962893734
"write reports of findings and recommendations and advise farmers, growers, or processors of corrective action to be taken.",0.0038001881606678474
write reports on research findings and implications to contribute to general knowledge and to suggest potential changes in organizational functioning.,0.027628395005936512
write reports or academic papers to communicate findings of climate-related studies.,0.0016433246100185286
write reports or articles for web sites or newsletters related to environmental engineering issues.,0.002156863550649319
write reports or case summaries to document investigations.,0.006265175075695639
"write reports or complete forms to document assessments, training, progress, or follow-up outcomes.",0.0030812336437847413
write reports or notes to summarize testing procedures or outcomes for physicians or other medical professionals.,0.013660135820779018
write reports or prepare presentations to communicate fundraising program data.,0.009962655448237328
"write reports or record data on testing techniques, laboratory equipment, or specifications to assist engineers.",0.004108311525046321
write reports or research proposals.,0.035434186903524525
"write reports to summarize student performance, social growth, or physical development.",0.007189545168831061
"write reports, maintain research information, or perform clerical duties.",0.008730161990723432
write research proposals or grant applications for submission to external bodies.,0.012530350151391279
write research reports and other publications to document and communicate research findings.,0.019617187532096184
"write reviews of literary, musical, or other artwork, based on knowledge, judgment, or experience.",0.13249304668274386
write sales outlines for use by staff.,0.002875818067532425
write simple programs for computer-controlled machine tools.,0.0030812336437847413
"write social, legal, or economic impact statements to inform decision-makers for natural resource policies, standards, or programs.",0.002978525855658583
"write software programs for microcontrollers or computers in machine, assembly, or other languages.",0.009859947660111171
"write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.",0.009654532083858854
write supporting code for web applications or web sites.,0.41103656808088446
write technical documents or academic articles to communicate study results or economic forecasts.,0.03605043363228147
write technical reports and draw charts that display statistics and data.,0.0015406168218923706
"write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.",0.016330538312059127
write technical reports or prepare graphs or charts to document experimental results.,0.012735765727643594
write technical reports or proposals related to engineering projects.,0.007805791897588011
write to customers in their terms and on their level so that the advertiser's sales message is more readily received.,0.009654532083858854
"write to field representatives, medical personnel, and others to obtain further information, quote rates, or explain company underwriting policies.",0.005854343923191008
"write treatment plans, case summaries, or progress or other reports related to individual clients or client groups.",0.011195148905751224
"write words to fit musical compositions, including lyrics for operas, musical plays, and choral works.",0.017563031769573023
"write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",2.1901408740021937
"write, design, or edit web page content, or direct others producing content.",0.562838678931346
"write, prepare, and deliver statements for the congressional record.",0.0019514479743970028
"write, present, and publish reports that record site history, methodology, and artifact analysis results, along with recommendations for conserving and interpreting findings.",0.08781515884786512
"write, review, or execute plans for testing new or established document management systems.",0.004621850465677112
"write, review, or maintain engineering documentation.",0.046629335809275745
"write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",2.3979187293814115