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|---|---|---|---|---|---|---|
fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes. | 0 | 0 | 0 | 0 | 0 | 1 |
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 | 0.39196 | 0.226131 | 0 | 0.241206 | 0.140704 |
file, type, or operate standard office machines. | 0 | 0 | 0 | 0 | 0 | 1 |
fill cracks, holes, or joints with caulk, putty, plaster, or other fillers, using caulking guns or putty knives. | 0 | 0 | 0 | 0 | 0 | 1 |
fill out and maintain client-related paperwork, including federal- and state-mandated forms, client diagnostic records, and progress notes. | 0 | 0 | 0 | 0 | 0 | 1 |
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 | 0 | 0 | 0 | 0 | 1 |
follow ethical codes that protect the confidentiality of information. | 0 | 0.349398 | 0 | 0 | 0 | 0.650602 |
follow recipes to produce food products of specified flavor, texture, clarity, bouquet, or color. | 0.141463 | 0.270732 | 0.241463 | 0 | 0.334146 | 0.012195 |
forecast and track marketing and sales trends, analyzing collected data. | 0 | 0.428571 | 0 | 0 | 0.303571 | 0.267857 |
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 | 0.285714 | 0.659341 | 0 | 0 | 0.054945 |
formulate environmental plan to be practical, esthetic, and conducive to intended purposes, such as raising productivity or selling merchandise. | 0 | 0 | 0 | 0 | 0 | 1 |
formulate general rules that describe and predict the development and behavior of cultures and social institutions. | 0 | 0.071926 | 0.083527 | 0 | 0.795824 | 0.048724 |
formulate herbal preparations to treat conditions considering herbal properties such as taste, toxicity, effects of preparation, contraindications, and incompatibilities. | 0 | 0 | 0 | 0 | 0.56 | 0.44 |
formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements. | 0 | 0 | 0 | 0 | 0 | 1 |
formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters. | 0.100529 | 0.328042 | 0.243386 | 0 | 0.269841 | 0.058201 |
formulate or implement sustainability campaign or marketing strategies. | 0 | 0 | 0.489796 | 0 | 0 | 0.510204 |
formulate or modify recipes for specific kinds of food products. | 0 | 0.305882 | 0.317647 | 0 | 0.270588 | 0.105882 |
formulate recommendations, policies, or plans to solve economic problems or to interpret markets. | 0 | 0.189394 | 0.200758 | 0 | 0.560606 | 0.049242 |
formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers. | 0 | 0.312925 | 0.462585 | 0 | 0.156463 | 0.068027 |
furnish customers with information on events or activities. | 0 | 0.565217 | 0 | 0 | 0.217391 | 0.217391 |
furnish taxpayers with sufficient information and advice to ensure correct tax form completion. | 0 | 0.174419 | 0 | 0 | 0.627907 | 0.197674 |
gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents. | 0 | 0.5 | 0 | 0 | 0 | 0.5 |
gather and compile geographic data from sources including censuses, field observations, satellite imagery, aerial photographs, and existing maps. | 0 | 0.358491 | 0 | 0 | 0 | 0.641509 |
gather and organize information on problems or procedures. | 0 | 0 | 0 | 0 | 0 | 1 |
gather and organize information to plan advertising campaigns. | 0 | 0.452381 | 0 | 0 | 0 | 0.547619 |
gather data from sources such as surface or upper air stations, satellites, weather bureaus, or radar for use in meteorological reports or forecasts. | 0 | 0.432432 | 0 | 0 | 0.459459 | 0.108108 |
gather data on competitors and analyze their prices, sales, and method of marketing and distribution. | 0 | 0.376471 | 0.364706 | 0 | 0.188235 | 0.070588 |
gather diagnostic data from sources such as case documentation, observations of clients, or interviews with clients or family members. | 0 | 0 | 0 | 0 | 0 | 1 |
gather financial documents related to investigations. | 0 | 0 | 0 | 0 | 0 | 1 |
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 | 0.372093 | 0.162791 | 0 | 0.418605 | 0.046512 |
gather information from caregivers, nurses, or physicians about patient condition, treatment plans, or appropriate activities. | 0 | 0 | 0 | 0 | 0 | 1 |
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 | 0 | 0 | 0 | 0 | 1 |
gather information related to projects' environmental sustainability or operational efficiency. | 0 | 0 | 0 | 0 | 0 | 1 |
gather intelligence information by field observation, confidential information sources, or public records. | 0 | 0 | 0 | 0 | 0 | 1 |
gather records pertinent to specific problems, review them for completeness and accuracy, and attach records to correspondence as necessary. | 0 | 0.4 | 0 | 0 | 0 | 0.6 |
gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases. | 0 | 0 | 0 | 0 | 0.62963 | 0.37037 |
generate lists of properties for sale, their locations, descriptions, and available financing options, using computers. | 0 | 0.409091 | 0.5 | 0 | 0 | 0.090909 |
generate lists of properties that are compatible with buyers' needs and financial resources. | 0 | 0.307692 | 0.557692 | 0 | 0 | 0.134615 |
generate or identify sales leads for green products and technologies. | 0 | 0.443182 | 0.465909 | 0 | 0 | 0.090909 |
generate solar energy customer leads to develop new accounts. | 0 | 0 | 0 | 0 | 0 | 1 |
generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders. | 0.074192 | 0.414201 | 0.336823 | 0.018662 | 0.132909 | 0.023213 |
give advice on sightseeing and shopping. | 0 | 0.395349 | 0.395349 | 0 | 0 | 0.209302 |
grade food products according to government regulations or according to type, color, bouquet, and moisture content. | 0 | 0 | 0 | 0 | 0 | 1 |
greet customers and ascertain what each customer wants or needs. | 0 | 0 | 0 | 0 | 0.07767 | 0.92233 |
greet customers and ask about the quality of service they are receiving. | 0 | 0 | 0 | 0 | 0 | 1 |
greet customers entering establishments. | 0 | 0 | 0 | 0 | 0.027062 | 0.972938 |
greet passengers, provide information, and answer questions concerning fares, schedules, transfers, and routings. | 0 | 0 | 0 | 0 | 0.428571 | 0.571429 |
greet visitors or callers and handle their inquiries or direct them to the appropriate persons according to their needs. | 0 | 0 | 0 | 0 | 0.087452 | 0.912548 |
guide and counsel students with adjustment or academic problems, or special academic interests. | 0 | 0 | 0 | 0 | 0.357143 | 0.642857 |
guide clients in the development of skills or strategies for dealing with their problems. | 0.041348 | 0.121491 | 0.199081 | 0.040837 | 0.557427 | 0.039816 |
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 | 0 | 0 | 0 | 0 | 1 |
hear and resolve complaints from customers or the public. | 0 | 0 | 0 | 0 | 0.54717 | 0.45283 |
help develop or monitor family schedule. | 0 | 0 | 0.413043 | 0 | 0 | 0.586957 |
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 | 0.204082 | 0 | 0 | 0.469388 | 0.326531 |
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 | 0 | 0 | 0 | 0 | 1 |
help programmers and systems analysts test and debug new programs. | 0.283923 | 0.092183 | 0.029499 | 0.087021 | 0.45354 | 0.053835 |
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 | 0 | 0 | 0 | 0 | 1 |
identify and analyze areas of potential risk to the assets, earning capacity, or success of organizations. | 0 | 0 | 0.409836 | 0 | 0.327869 | 0.262295 |
identify and analyze industry or geographic trends with business strategy implications. | 0 | 0.371429 | 0.314286 | 0 | 0.285714 | 0.028571 |
identify and approve equipment and elements required for productions, such as scenery, lights, props, costumes, choreography, and music. | 0 | 0.605042 | 0 | 0 | 0 | 0.394958 |
identify and build relationships with potential donors. | 0 | 0 | 0.409091 | 0 | 0 | 0.590909 |
identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata. | 0 | 0 | 0 | 0 | 0 | 1 |
identify and document goals, anticipated progress, and plans for reevaluation. | 0 | 0 | 0 | 0 | 0 | 1 |
identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management. | 0 | 0 | 0 | 0 | 0 | 1 |
identify and implement benefits to increase the quality of life for employees, by working with brokers and researching benefits issues. | 0 | 0 | 0 | 0 | 0 | 1 |
identify and quantify drugs or poisons found in biological fluids or tissues, in foods, or at crime scenes. | 0 | 0 | 0 | 0 | 0.642857 | 0.357143 |
identify and recommend environmentally-friendly business practices. | 0 | 0 | 0 | 0 | 0 | 1 |
identify and recruit potential volunteer workers. | 0 | 0 | 0 | 0 | 0 | 1 |
identify and report problems in obtaining valid data. | 0.069841 | 0.307937 | 0 | 0.07619 | 0.187302 | 0.35873 |
identify and report safety concerns to maintain a safe shopping and working environment. | 0 | 0 | 0 | 0 | 0 | 1 |
identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors. | 0 | 0 | 0 | 0 | 0 | 1 |
identify and resolve equipment malfunctions, working with manufacturers or field representatives as necessary to procure replacement parts. | 0 | 0 | 0 | 0 | 0 | 1 |
identify and respond to emergency physical or mental health situations. | 0 | 0 | 0 | 0 | 0.307692 | 0.692308 |
identify and share research, recommendations, or other information regarding legal liabilities, risk management, or quality of care. | 0 | 0.327869 | 0.377049 | 0 | 0 | 0.295082 |
identify and troubleshoot equipment problems. | 0 | 0 | 0 | 0 | 0.52381 | 0.47619 |
identify appropriate key performance indicators (kpis) and report key metrics from digital campaigns. | 0 | 0 | 0 | 0 | 0 | 1 |
identify case issues and evidence needed, based on analysis of charges, complaints, or allegations of law violations. | 0 | 0 | 0 | 0 | 0 | 1 |
identify compliance issues that require follow-up or investigation. | 0 | 0 | 0 | 0 | 0.657895 | 0.342105 |
identify defects in solid materials using ultrasonic testing techniques. | 0 | 0.355556 | 0 | 0 | 0.377778 | 0.266667 |
identify energy savings opportunities and make recommendations to achieve more energy efficient operation. | 0 | 0.272727 | 0.246753 | 0 | 0.376623 | 0.103896 |
identify environmental requirements of a particular species, and select and oversee the preparation of sites for species cultivation. | 0 | 0.290698 | 0.197674 | 0 | 0.418605 | 0.093023 |
identify funding sources and write grant proposals for eligible programs or services. | 0 | 0 | 0 | 0 | 0 | 1 |
identify group or individual target investors for a specific fund. | 0 | 0 | 0 | 0 | 0 | 1 |
identify individual or transaction targets to direct intelligence collection. | 0 | 0.510638 | 0 | 0 | 0 | 0.489362 |
identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (pv) arrays. | 0 | 0 | 0.47619 | 0 | 0 | 0.52381 |
identify issues for research and analysis. | 0 | 0.336634 | 0.252475 | 0 | 0.267327 | 0.143564 |
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 | 0 | 0 | 0 | 0.425 | 0.575 |
identify main client groups and audiences, determine the best way to communicate publicity information to them, and develop and implement a communication plan. | 0 | 0 | 0 | 0 | 0 | 1 |
identify marketing channels for green products or services. | 0 | 0 | 0 | 0 | 0 | 1 |
identify methods for interfacing web application technologies with enterprise resource planning or other system software. | 0 | 0.122066 | 0.13615 | 0 | 0.652582 | 0.089202 |
identify new applications for existing nanotechnologies. | 0 | 0 | 0 | 0 | 0 | 1 |
identify opportunities for strategic improvement or mitigation of business interruption and other risks caused by business, regulatory, or industry-specific change initiatives. | 0 | 0 | 0 | 0 | 0 | 1 |
identify opportunities or develop channels for purchase or sale of securities or commodities. | 0 | 0.274194 | 0.322581 | 0 | 0.241935 | 0.16129 |
identify opportunities to improve plant electrical equipment, controls, or process control methodologies. | 0 | 0.408163 | 0 | 0 | 0.306122 | 0.285714 |
identify opportunities to improve the operation, maintenance, or energy efficiency of building or process systems. | 0 | 0 | 0 | 0 | 0 | 1 |
identify opportunities to reuse or recycle materials to minimize consumption of new materials, minimize waste, or to convert wastes to by-products. | 0 | 0 | 0 | 0 | 0 | 1 |
identify or classify species of insects or allied forms, such as mites or spiders. | 0 | 0 | 0 | 0 | 0.526316 | 0.473684 |
identify or investigate new opportunities for materials to be collected and recycled. | 0 | 0 | 0 | 0 | 0 | 1 |
identify or maintain links to and from other web sites and check links to ensure proper functioning. | 0.159449 | 0.257874 | 0.082677 | 0.03937 | 0.393701 | 0.066929 |
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 | 0.25 | 0 | 0 | 0.515625 | 0.234375 |
Subsets and Splits