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|---|---|---|---|---|---|---|
identify or separate waste products or materials for recycling or reuse. | 0 | 0 | 0 | 0 | 0.428571 | 0.571429 |
identify plants as well as problems such as diseases, weeds, and insect pests. | 0 | 0 | 0 | 0 | 0 | 1 |
identify potential clients, using advertising campaigns, mailing lists, or personal contacts. | 0 | 0.35 | 0.53 | 0 | 0 | 0.12 |
identify potential for loss and develop strategies to eliminate it. | 0 | 0.276451 | 0.361775 | 0 | 0.296928 | 0.064846 |
identify prospective customers by using business directories, following leads from existing clients, participating in organizations and clubs, and attending trade shows and conferences. | 0 | 0 | 0 | 0 | 0 | 1 |
identify psychological, emotional, or behavioral issues and diagnose disorders, using information obtained from interviews, tests, records, and reference materials. | 0 | 0.096618 | 0.072464 | 0 | 0.777778 | 0.05314 |
identify relationships and trends in data, as well as any factors that could affect the results of research. | 0.086538 | 0.180769 | 0.132692 | 0.115385 | 0.45 | 0.034615 |
identify risks for natural disasters, such as mudslides, earthquakes, or volcanic eruptions. | 0 | 0 | 0 | 0 | 0 | 1 |
identify solutions to on-site technical design problems involving electrical systems equipment. | 0.185328 | 0.158301 | 0 | 0.092664 | 0.459459 | 0.104247 |
identify spatial coordinates, using remote sensing and global positioning system (gps) data. | 0 | 0 | 0 | 0 | 0.421053 | 0.578947 |
identify staff vacancies and recruit, interview and select applicants. | 0 | 0 | 0 | 0 | 0 | 1 |
identify stations, and introduce or close shows, using memorized or read scripts, and/or ad-libs. | 0 | 0.473684 | 0 | 0 | 0.197368 | 0.328947 |
identify sustainable alternatives to industrial or waste management practices. | 0 | 0 | 0 | 0 | 0 | 1 |
identify system data, hardware, or software components required to meet user needs. | 0 | 0.358491 | 0.273585 | 0 | 0.188679 | 0.179245 |
identify target markets for designs, looking at factors such as age, gender, and socioeconomic status. | 0 | 0.470588 | 0.313725 | 0 | 0 | 0.215686 |
identify the causes of networking problems, using diagnostic testing software and equipment. | 0 | 0 | 0 | 0 | 0 | 1 |
identify the etiology, pathogenesis, morphological change, and clinical significance of diseases. | 0 | 0 | 0 | 0 | 0.606061 | 0.393939 |
identify tissue structures or cell components to be used in the diagnosis, prevention, or treatment of diseases. | 0 | 0.301887 | 0 | 0 | 0.320755 | 0.377358 |
identify transaction mistakes when debits and credits do not balance. | 0 | 0 | 0 | 0 | 0.344828 | 0.655172 |
identify, collect, record or analyze data that are relevant to the nursing care of patients. | 0 | 0.313433 | 0 | 0 | 0.41791 | 0.268657 |
identify, compile, abstract, and code patient data, using standard classification systems. | 0 | 0.415205 | 0.216374 | 0 | 0.304094 | 0.064327 |
identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors. | 0 | 0 | 0.576923 | 0 | 0 | 0.423077 |
identify, evaluate and recommend hardware or software technologies to achieve desired database performance. | 0.150743 | 0.10828 | 0.067941 | 0.07431 | 0.569002 | 0.029724 |
identify, investigate, or resolve security breaches. | 0.141942 | 0.251868 | 0.067236 | 0.043757 | 0.305229 | 0.189968 |
identify, monitor, or treat pregnancy-related problems such as hypertension, gestational diabetes, pre-term labor, and retarded fetal growth. | 0 | 0 | 0 | 0 | 0.733333 | 0.266667 |
identify, procure, or develop test equipment, instrumentation, or facilities for characterization of microelectromechanical systems (mems) applications. | 0 | 0 | 0 | 0 | 0.551724 | 0.448276 |
identify, review, or select vendors or consultants to meet project needs. | 0 | 0 | 0 | 0 | 0 | 1 |
identify, standardize, and communicate levels of access and security. | 0.104331 | 0.129921 | 0.094488 | 0.03937 | 0.588583 | 0.043307 |
identify, track, or maintain metrics for trading system operations. | 0.206349 | 0.404762 | 0.150794 | 0 | 0.134921 | 0.103175 |
implement and provide technical support for voice services and equipment, such as private branch exchange, voice mail system, and telecom system. | 0 | 0 | 0 | 0 | 0 | 1 |
implement business rules via stored procedures, middleware, or other technologies. | 0.157635 | 0.118227 | 0.206897 | 0 | 0.46798 | 0.049261 |
implement changes to machine programs and enter new specifications, using computers. | 0 | 0.512658 | 0.272152 | 0 | 0.094937 | 0.120253 |
implement controls to provide security for operating systems, software, and data. | 0.244898 | 0.180758 | 0.16035 | 0 | 0.367347 | 0.046647 |
implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists. | 0 | 0 | 0 | 0 | 0 | 1 |
implement financial planning recommendations or refer clients to someone who can assist them with plan implementation. | 0 | 0 | 0 | 0 | 0 | 1 |
implement grant-funded projects, monitoring and reporting progress in accordance with sponsoring agency requirements. | 0 | 0.548387 | 0 | 0 | 0 | 0.451613 |
implement or monitor processes to reduce property or financial losses. | 0 | 0.416667 | 0.404762 | 0 | 0 | 0.178571 |
implement security practices to preserve assets, minimize liabilities, or ensure customer privacy, using parallel servers, hardware redundancy, fail-safe technology, information encryption, or firewalls. | 0.228438 | 0.118881 | 0.167832 | 0 | 0.44289 | 0.041958 |
implement web site security measures, such as firewalls or message encryption. | 0.236 | 0.16 | 0.136 | 0 | 0.408 | 0.06 |
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 | 0 | 0.514286 | 0 | 0 | 0.485714 |
improve search-related activities through ongoing analysis, experimentation, or optimization tests, using a/b or multivariate methods. | 0 | 0 | 0 | 0 | 0 | 1 |
improve user interfaces to bioinformatics software and databases. | 0 | 0 | 0 | 0 | 0 | 1 |
induce changes in composition of substances by introducing heat, light, energy, or chemical catalysts for quantitative or qualitative analysis. | 0 | 0 | 0 | 0 | 0.692308 | 0.307692 |
inform and advise concerned parties regarding fluctuations or securities transactions affecting plans or accounts. | 0 | 0.179245 | 0 | 0 | 0.660377 | 0.160377 |
inform and educate the public about fire prevention. | 0 | 0 | 0 | 0 | 0 | 1 |
inform and respond to public regarding wildlife and conservation issues, such as plant identification, hunting ordinances, and nuisance wildlife. | 0 | 0 | 0 | 0 | 0.62963 | 0.37037 |
inform businesses, community groups, and governmental agencies about educational needs, available programs, and program policies. | 0 | 0.393333 | 0.373333 | 0 | 0.16 | 0.073333 |
inform clients of essential travel information, such as travel times, transportation connections, and medical and visa requirements. | 0 | 0 | 0 | 0 | 0 | 1 |
inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments. | 0 | 0.264151 | 0.160377 | 0 | 0.518868 | 0.056604 |
inform company employees or other interested parties of environmental issues. | 0 | 0 | 0 | 0 | 0 | 1 |
inform customers by mail or telephone of additional steps they need to take to obtain licenses. | 0 | 0 | 0 | 0 | 0.809524 | 0.190476 |
inform customers by mail or telephone of order information, such as unit prices, shipping dates, and any anticipated delays. | 0 | 0 | 0 | 0 | 0 | 1 |
inform individuals and groups about the financial assistance available to college or university students. | 0 | 0 | 0 | 0 | 0.695652 | 0.304348 |
inform individuals and groups of pollution control regulations and inspection findings, and explain how problems can be corrected. | 0 | 0 | 0 | 0 | 0.645161 | 0.354839 |
inform investment decisions by analyzing financial information to forecast business, industry, or economic conditions. | 0 | 0.248408 | 0.197452 | 0 | 0.44586 | 0.10828 |
inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities. | 0 | 0 | 0 | 0 | 0 | 1 |
inform job applicants of their acceptance or rejection of employment. | 0 | 0.407767 | 0.446602 | 0 | 0 | 0.145631 |
inform other traders, managers, or customers of market conditions, including volume, price, competition, or dynamics. | 0 | 0.271605 | 0 | 0 | 0.654321 | 0.074074 |
inform patients or caregivers about study aspects and outcomes to be expected. | 0 | 0 | 0 | 0 | 0.644444 | 0.355556 |
inform users of audio and videotaping service policies and procedures. | 0 | 0 | 0 | 0 | 0.592593 | 0.407407 |
inform web site users of problems, problem resolutions or application changes and updates. | 0 | 0 | 0 | 0 | 0 | 1 |
inform workers about interests or special needs of specific groups. | 0 | 0.272727 | 0.327273 | 0 | 0.363636 | 0.036364 |
initiate market research studies or analyze their findings. | 0 | 0.55102 | 0 | 0 | 0 | 0.44898 |
initiate, facilitate, and moderate classroom discussions. | 0 | 0.191654 | 0.061824 | 0.047913 | 0.471406 | 0.227202 |
inspect and test electrical or electronic systems to locate and diagnose malfunctions, using visual inspections and testing instruments such as oscilloscopes and voltmeters. | 0 | 0 | 0 | 0 | 0.442623 | 0.557377 |
inspect and test electrical systems and equipment to locate and diagnose malfunctions, using visual inspections, testing devices, and computer software. | 0.246436 | 0.114053 | 0 | 0.08554 | 0.484725 | 0.069246 |
inspect and verify dimensions and clearances of parts to ensure conformance to factory specifications. | 0 | 0.371795 | 0 | 0 | 0.384615 | 0.24359 |
inspect cargo, baggage, and personal articles entering or leaving u.s. for compliance with revenue laws and u.s. customs regulations. | 0 | 0 | 0 | 0 | 0 | 1 |
inspect event facilities to ensure that they conform to customer requirements. | 0 | 0.26087 | 0.42029 | 0 | 0 | 0.318841 |
inspect food products and processing procedures to determine whether products are safe to eat. | 0 | 0 | 0 | 0 | 0 | 1 |
inspect individual parts, assemblies, or installations, using measuring instruments, such as calipers, scales, or micrometers. | 0 | 0 | 0 | 0 | 0.488372 | 0.511628 |
inspect industrial or municipal facilities or programs to evaluate operational effectiveness or ensure compliance with environmental regulations. | 0 | 0 | 0 | 0 | 0 | 1 |
inspect layouts and advertising copy and edit scripts, audio and video tapes, and other promotional material for adherence to specifications. | 0 | 0 | 0 | 0 | 0 | 1 |
inspect or monitor energy systems, including heating, ventilating, and air conditioning (hvac) or daylighting systems to determine energy use or potential energy savings. | 0 | 0 | 0 | 0 | 0 | 1 |
inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards. | 0 | 0 | 0 | 0 | 0 | 1 |
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 | 0 | 0 | 0 | 0.527778 | 0.472222 |
inspect, weigh, and measure mounted or unmounted lenses after completion to verify alignment and conformance to specifications, using precision instruments. | 0 | 0 | 0 | 0 | 0.481481 | 0.518519 |
install and configure hypertext transfer protocol (http) servers and associated operating systems. | 0 | 0 | 0 | 0 | 0 | 1 |
install and configure new equipment, including operating software or peripheral equipment. | 0.206074 | 0.273319 | 0.065076 | 0 | 0.440347 | 0.015184 |
install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications. | 0.310105 | 0.240418 | 0.069686 | 0 | 0.365854 | 0.013937 |
install bookkeeping systems and resolve system problems. | 0 | 0 | 0 | 0 | 0 | 1 |
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 | 0 | 0 | 0 | 0 | 1 |
install updated software, and programs that maintain existing software or provide requested features such as time-correlated call routing. | 0 | 0 | 0 | 0 | 0 | 1 |
install, adjust, and operate electronic equipment to record, edit, and transmit radio and television programs, motion pictures, video conferencing, or multimedia presentations. | 0 | 0 | 0 | 0 | 0.355556 | 0.644444 |
install, service, and repair electronic equipment or instruments such as televisions, radios, and videocassette recorders. | 0.140969 | 0.255507 | 0 | 0 | 0.528634 | 0.07489 |
instruct customers on the safe and proper use of equipment. | 0 | 0 | 0 | 0 | 0 | 1 |
instruct in use of voice, video, and data communications systems. | 0 | 0 | 0 | 0 | 0.813333 | 0.186667 |
instruct individuals and groups on ways to preserve health and prevent disease. | 0 | 0 | 0 | 0 | 0 | 1 |
instruct individuals in career development techniques such as job search and application strategies, resume writing, and interview skills. | 0.014848 | 0.268485 | 0.567879 | 0.052727 | 0.077273 | 0.018788 |
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 | 0 | 0 | 0 | 0.5 | 0.5 |
instruct individuals or groups in the use of art media, such as paint, clay, or yarn. | 0 | 0.346535 | 0.306931 | 0 | 0.29703 | 0.049505 |
instruct others in program methods, procedures, or functions. | 0 | 0.217647 | 0.129412 | 0 | 0.517647 | 0.135294 |
instruct others in the selection and use of bioinformatics tools. | 0 | 0 | 0 | 0 | 0.583333 | 0.416667 |
instruct participants in maintaining exertion levels to maximize benefits from exercise routines. | 0 | 0 | 0 | 0 | 0.857143 | 0.142857 |
instruct patrons on how to use reference sources, card catalogs, and automated information systems. | 0 | 0 | 0 | 0 | 0.657895 | 0.342105 |
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 | 0.164179 | 0.149254 | 0 | 0.626866 | 0.059701 |
instruct students individually and in groups, using various teaching methods such as lectures, discussions, and demonstrations. | 0 | 0.173469 | 0 | 0 | 0.602041 | 0.22449 |
instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations. | 0 | 0.1375 | 0.09375 | 0 | 0.69375 | 0.075 |
instruct through lectures, discussions, and demonstrations in one or more subjects, such as english, mathematics, or social studies. | 0 | 0.206128 | 0.083565 | 0 | 0.660167 | 0.050139 |
instruct undergraduate and graduate students within the areas of cellular or molecular biology. | 0 | 0 | 0 | 0 | 0.775 | 0.225 |
Subsets and Splits