task_name
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directive
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task_iteration
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validation
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learning
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filtered
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train users and answer questions.
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transcribe data to worksheets and enter data into computer for use in preparing documents and adjusting accounts.
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transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries.
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0.85
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0
0
0.15
transcribe ideas for musical compositions into musical notation, using instruments, pen and paper, or computers.
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0.59322
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transcribe medical reports.
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0.6875
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0
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transcribe musical compositions and melodic lines to adapt them to a particular group, or to create a particular musical style.
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0.431818
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0
0.227273
transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records.
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0.756098
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0
0
0.243902
transcribe recorded proceedings in accordance with established formats.
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0.764957
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0.036325
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transcribe, type, and distribute reports of diagnostic procedures for interpretation by physician.
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0.6
0.276923
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0.092308
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transfer photographs to computers for editing, archiving, and electronic transmission.
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0.657143
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0
0
0.342857
translate data into numbers, equations, flow charts, graphs, or other forms.
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0.386308
0.242054
0.0489
0.213936
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translate electromechanical drawings into design specifications, applying principles of engineering, thermal or fluid sciences, mathematics, or statistics.
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0.62069
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0
0
0.37931
translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records.
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0.41791
0.402985
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0
0.179104
translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible.
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0.215294
0.018824
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translate nursing practice information between nurses and systems engineers, analysts, or designers using object-oriented models or other techniques.
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0
0
0
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1
translate or request translation of reference materials.
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0.54717
0.268868
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0.146226
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transmit and receive messages, using telephones or telephone switchboards.
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0
0
0
0
1
transmit claims for payment or further investigation.
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0
0
0
0
1
transmit information or documents to customers, using computer, mail, or facsimile machine.
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0.638298
0.294833
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0
0.066869
transpose music from one voice or instrument to another to accommodate particular musicians.
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0.797297
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0
0
0.202703
transpose music to alternate keys, or to fit individual styles or purposes.
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0
0
0
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1
treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.
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0
0
0
0.755556
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treat diseases of female organs.
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0
0
0
0.841463
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treat minor cuts, abrasions, or contusions.
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0
0
0
0.549296
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treat patients for routine physical health problems.
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0
0
0
0
1
treat patients' symptoms with alternative health care methods such as herbs and hydrotherapy.
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0
0
0
0.691358
0.308642
treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment.
0
0
0
0
0.645161
0.354839
treat wounds or superficial lacerations.
0
0
0
0
0
1
troubleshoot equipment, electrical components, hydraulics, or other mechanical systems.
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0
0
0
0.487805
0.512195
troubleshoot microprocessors or electronic instruments, equipment, or systems, using electronic test equipment such as logic analyzers.
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0
0
0
0.642857
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troubleshoot network or connectivity problems for users or user groups.
0.346416
0.085324
0.040956
0.027304
0.486348
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troubleshoot problems involving office equipment, such as computer hardware and software.
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0.031049
0.019131
0.566724
0.059119
troubleshoot problems with chemical manufacturing processes.
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0.181034
0.181034
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0.482759
0.155172
troubleshoot problems with equipment, devices, or products.
0.268293
0
0
0
0.487805
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troubleshoot robotic systems, using knowledge of microprocessors, programmable controllers, electronics, circuit analysis, mechanics, sensor or feedback systems, hydraulics, or pneumatics.
0
0
0
0
0
1
troubleshoot, maintain, and make minor repairs to equipment.
0
0
0
0
0
1
tune or adjust equipment and instruments to obtain optimum visual or auditory reception, according to specifications, manuals, and drawings.
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0
0
0
0.666667
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turn or stir foods to ensure even cooking.
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0
0
0.545455
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tutor and assist children individually or in small groups to help them master assignments and to reinforce learning concepts presented by teachers.
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0.3
0.186111
0.075
0.383333
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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.
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0.433333
0.366667
0
0
0.2
type, file, and duplicate materials.
0
0.638889
0
0
0
0.361111
update and maintain content posted on the web.
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0.402062
0.440722
0
0.059278
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update automated test scripts to ensure currency.
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0.32
0
0
0
0.68
update operational records or licensing information, using computer terminals.
0
0
0
0
0
1
use computer skills and software to manage web sites or databases, publish newsletters, or provide webinars.
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0.374242
0.184788
0.009333
0.326178
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use computer software to generate new images.
0
0.527933
0.365922
0
0.050279
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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
0
0
0
0
1
use computers for various applications, such as database management or word processing.
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0.362085
0.054976
0
0.409479
0.149763
use computers, audio-visual aids, and other equipment and materials to supplement presentations.
0
0.431438
0.110368
0
0.301003
0.157191
use data entry devices, such as optical scanners, to input data into computers for revision or editing.
0
0.72
0
0
0
0.28
use informatics science to design or implement health information technology applications to resolve clinical or health care administrative problems.
0
0
0
0
0
1
use materials such as pens and ink, watercolors, charcoal, oil, or computer software to create artwork.
0
0.603226
0.293548
0
0
0.103226
use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.
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0.174342
0.421053
0.065789
0.256579
0.082237
use models to simulate the behavior of animated objects in the finished sequence.
0.213839
0.330148
0.260626
0.010873
0.161779
0.022735
use nondisciplinary tools and equipment such as a computer.
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0.591437
0.021407
0.005505
0.306116
0.069725
use object-oriented programming languages, as well as client and server applications development processes and multimedia and internet technology.
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0.073529
0
0
0.794118
0.132353
use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
0.123894
0.30531
0.269912
0
0.225664
0.075221
validate known intelligence with data from other sources.
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0.491803
0
0
0
0.508197
vary language and tone of messages based on product and medium.
0
0.345679
0.54321
0
0
0.111111
verify accuracy of billing data and revise any errors.
0
0
0
0
0
1
verify bibliographical data for materials, including author, title, publisher, publication date, and edition.
0
0.55
0
0
0
0.45
verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
0
0
0
0
0
1
verify dimensions and contours of models during hand-forming processes, using templates and measuring devices.
0
0
0
0
0
1
verify dimensions of completed patterns, using templates, straightedges, calipers, or protractors.
0
0.326923
0
0
0
0.673077
verify dimensions of products, using measuring instruments, such as calipers, vernier gauges, or protractors.
0.109756
0.286585
0.103659
0.146341
0.335366
0.018293
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
0.254386
0
0.149123
0.368421
0.22807
verify stability, interoperability, portability, security, or scalability of system architecture.
0.067511
0.194093
0.341772
0
0.329114
0.067511
verify that incoming and outgoing products are moving through the correct meters, and that meters are working properly.
0
0
0
0
0
1
verify that software technology is in place to adequately provide oversight and monitoring in all required areas.
0
0
0
0
0
1
verify that transportation and handling procedures meet regulatory requirements.
0
0
0
0
0
1
verify the authenticity of documents, such as foreign identification or immigration documents.
0
0
0
0
0.605263
0.394737
verify the structure, accuracy, or quality of warehouse data.
0
0
0
0
0
1
visit establishments, such as pharmacies, to determine product sales.
0
0.211268
0.295775
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0.408451
0.084507
visit textile showrooms to keep up-to-date on the latest fabrics.
0
0
0
0
0.386364
0.613636
weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.
0.10989
0.247253
0.296703
0
0.332418
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work as part of a healthcare team to assess patient needs, plan and modify care, and implement interventions.
0
0
0
0
0
1
work closely with directors, other actors, and playwrights to find the interpretation most suited to the role.
0
0.512821
0
0
0
0.487179
work with clients to identify their financial goals and to find ways of reaching those goals.
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0
0.21374
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0.534351
0.251908
write about and present research findings for a variety of specialized and general audiences.
0
0.303828
0.26555
0
0.397129
0.033493
write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services.
0.007762
0.304269
0.665718
0.009314
0.009056
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write algorithms or programming code for ad hoc robotic applications.
0.271028
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0.280374
0
0
0.140187
write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.
0.189655
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0.215517
0
0
0.181034
write and edit news stories from information collected by reporters and other sources.
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0.436782
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0
0.045977
write and present reports of research findings.
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0.324675
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0.116883
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write and publish articles in scientific journals.
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0.469388
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0
0.22449
write and review grant proposals, journal articles, institutional reports, and publicity materials.
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0.266667
0.577778
0
0
0.155556
write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased.
0
0
0
0
0
1
write and send letters of thanks to donors.
0
0
0.575758
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0
0.424242
write and submit grant applications or proposals to secure funding for distance learning programs.
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0.580645
0
0
0
0.419355
write articles and books.
0
0.550847
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0
0
0.016949
write articles or pamphlets about products.
0
0.439024
0.487805
0
0
0.073171
write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.
0
0.362979
0.591468
0.013015
0.0188
0.013738
write articles, manuals, and other publications and assist in the distribution of promotional literature about programs and facilities.
0
0.362595
0.587786
0
0
0.049618
write articles, manuals, and other publications, and assist in the distribution of promotional literature about facilities and programs.
0.009694
0.331524
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0.014734
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write articles, white papers, and reports to share research findings and educate others.
0
0.370175
0.394737
0
0.2
0.035088
write changes directly into compositions, or use computer software to make changes.
0.021053
0.338596
0.522807
0.094737
0.019298
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write columns, editorials, commentaries, or reviews that interpret events or offer opinions.
0
0.457143
0.542857
0
0
0
write commentaries, columns, or scripts, using computers.
0
0
0
0
0
1
write computer or microprocessor software programs.
0.07584
0.566631
0.159263
0
0.182015
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write computer programs or scripts to be used in querying databases.
0.162285
0.398912
0.189483
0
0.232094
0.017226