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---|---|---|---|---|---|---|
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 | 0 | 0 | 0 | 0.447368 | 0.552632 |
insulate shells and cabinets of systems. | 0 | 0 | 0 | 0 | 0.578947 | 0.421053 |
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 | 0.316484 | 0.378022 | 0.057143 | 0.173626 | 0.074725 |
integrate electrical systems with renewable energy systems to improve overall efficiency. | 0.125874 | 0.195804 | 0.255245 | 0 | 0.384615 | 0.038462 |
integrate environmental information into product or company marketing strategies, policies, or activities. | 0 | 0 | 0.5 | 0 | 0 | 0.5 |
integrate nanotechnology with antimicrobial properties into products, such as household or medical appliances, to reduce the development of bacteria or other microbes. | 0 | 0 | 0.46 | 0 | 0 | 0.54 |
integrate online retailing strategy with physical or catalogue retailing operations. | 0 | 0 | 0 | 0 | 0 | 1 |
integrate software or hardware components, using computer, microprocessor, or control architecture. | 0 | 0 | 0 | 0 | 0 | 1 |
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. | 0.036427 | 0.117953 | 0.174328 | 0.030356 | 0.542931 | 0.098005 |
interact with the public to answer traffic-related questions, respond to complaints or requests, or discuss traffic control ordinances, plans, policies, or procedures. | 0 | 0 | 0 | 0 | 0.595238 | 0.404762 |
interpret and analyze policies, public issues, legislation, or the operations of governments, businesses, and organizations. | 0.013316 | 0.258162 | 0.232388 | 0.032646 | 0.438144 | 0.025344 |
interpret and communicate work procedures and company policies to staff. | 0 | 0 | 0 | 0 | 0 | 1 |
interpret and explain human resources policies, procedures, laws, standards, or regulations. | 0 | 0.178218 | 0.287129 | 0 | 0.49505 | 0.039604 |
interpret and explain information such as eligibility requirements, application details, payment methods, and applicants' legal rights. | 0 | 0.143312 | 0.101911 | 0 | 0.656051 | 0.098726 |
interpret and explain laws and regulations to travelers, prospective immigrants, shippers, and manufacturers. | 0 | 0 | 0 | 0 | 0.84 | 0.16 |
interpret and explain plans and contract terms to representatives of the owner or developer, including administrative staff, workers, or clients. | 0 | 0.407407 | 0.296296 | 0 | 0 | 0.296296 |
interpret and explain policies, rules, regulations, or laws to organizations, government or corporate officials, or individuals. | 0 | 0.108209 | 0.05597 | 0 | 0.794776 | 0.041045 |
interpret chemical reactions visible through sight glasses or on television monitors and review laboratory test reports for process adjustments. | 0 | 0 | 0 | 0 | 0 | 1 |
interpret civil rights laws and equal opportunity regulations for individuals or employers. | 0 | 0 | 0 | 0 | 0 | 1 |
interpret clinical or diagnostic test results. | 0 | 0.231481 | 0 | 0 | 0.62037 | 0.148148 |
interpret contractual agreements for employers and employees engaged in collective bargaining or other labor relations processes. | 0 | 0 | 0 | 0 | 0 | 1 |
interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation. | 0 | 0 | 0 | 0 | 0 | 1 |
interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs. | 0.034529 | 0.136786 | 0.086321 | 0.030544 | 0.693227 | 0.018592 |
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. | 0.081277 | 0.24238 | 0.097242 | 0 | 0.531205 | 0.047896 |
interpret diagnostic or laboratory tests such as electrocardiograms (ekgs) and renal functioning tests. | 0 | 0.164251 | 0 | 0 | 0.661836 | 0.173913 |
interpret diagnostic test results for deviations from normal. | 0 | 0.209913 | 0.043732 | 0.058309 | 0.650146 | 0.037901 |
interpret diagnostic test results to make appropriate differential diagnoses. | 0 | 0.270423 | 0 | 0.061972 | 0.574648 | 0.092958 |
interpret engineering drawings, schematic diagrams, or formulas for management or engineering staff. | 0 | 0 | 0 | 0 | 0.634409 | 0.365591 |
interpret engineering drawings, sketches, or diagrams. | 0 | 0 | 0 | 0 | 0.447761 | 0.552239 |
interpret engineering sketches, specifications, or drawings. | 0 | 0 | 0 | 0 | 0 | 1 |
interpret exercise program participant data to evaluate progress or identify needed program changes. | 0.178218 | 0 | 0 | 0 | 0.564356 | 0.257426 |
interpret flight test data to diagnose malfunctions and systemic performance problems. | 0 | 0 | 0 | 0 | 0 | 1 |
interpret government regulations and applicable codes to ensure compliance. | 0 | 0.104167 | 0.125 | 0 | 0.6875 | 0.083333 |
interpret images using computer-aided detection or diagnosis systems. | 0 | 0.575342 | 0 | 0 | 0.30137 | 0.123288 |
interpret imaging data and confer with other medical specialists to formulate diagnoses. | 0 | 0.362745 | 0 | 0 | 0.480392 | 0.156863 |
interpret indicators to ascertain the overall health of an environment. | 0 | 0 | 0 | 0 | 0.617021 | 0.382979 |
interpret instrument readings to ascertain the depth of obstruction. | 0 | 0.18593 | 0 | 0 | 0.678392 | 0.135678 |
interpret insurance data or health reimbursement account (hra) data to develop programs that address specific needs of target populations. | 0 | 0 | 0 | 0 | 0 | 1 |
interpret laboratory results and communicate findings to patients or physicians. | 0.043893 | 0.112595 | 0.043893 | 0 | 0.759542 | 0.040076 |
interpret laws, rulings and regulations for individuals and businesses. | 0 | 0.096403 | 0.053237 | 0.030216 | 0.798561 | 0.021583 |
interpret or modify music, applying knowledge of harmony, melody, rhythm, and voice production to individualize presentations and maintain audience interest. | 0 | 0.346939 | 0.129252 | 0 | 0.408163 | 0.115646 |
interpret or transcribe classroom materials into braille or sign language. | 0 | 0.65625 | 0 | 0 | 0 | 0.34375 |
interpret protocols and advise treating physicians on appropriate dosage modifications or treatment calculations based on patient characteristics. | 0 | 0 | 0 | 0 | 0.484848 | 0.515152 |
interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures. | 0 | 0.168421 | 0.221053 | 0 | 0.505263 | 0.105263 |
interpret religious education activities to the public through speaking, leading discussions, or writing articles for local or national publications. | 0 | 0.466667 | 0.444444 | 0 | 0 | 0.088889 |
interpret results of financial analysis procedures. | 0.046796 | 0.164802 | 0.114954 | 0.077314 | 0.572737 | 0.023398 |
interpret stage-set diagrams to determine stage layouts and supervise placement of equipment and scenery. | 0 | 0 | 0 | 0 | 0 | 1 |
interpret test results and prepare psychological reports for teachers, administrators, and parents. | 0 | 0.308824 | 0.220588 | 0 | 0.382353 | 0.088235 |
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 | 0 | 0 | 0 | 0.534884 | 0.465116 |
interpret the results of standardized tests to determine students' strengths and areas of need. | 0 | 0 | 0 | 0 | 0 | 1 |
interpret, translate, or provide cultural mediation related to health services or information for community members. | 0 | 0.6 | 0 | 0 | 0 | 0.4 |
interview applicants and request specified information for loan applications. | 0 | 0 | 0 | 0 | 0 | 1 |
interview clients and take their calls to provide customer service and obtain information on claims. | 0 | 0 | 0 | 0 | 0 | 1 |
interview individuals, and research public databases in order to obtain information. | 0 | 0 | 0 | 0 | 0 | 1 |
interview job applicants to obtain information on work history, training, education, or job skills. | 0 | 0.511111 | 0 | 0 | 0 | 0.488889 |
interview patients to obtain information such as complaints, symptoms, medical histories, and family histories. | 0 | 0 | 0 | 0 | 0.904762 | 0.095238 |
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 | 0 | 0 | 0 | 0 | 1 |
interview subject matter experts or conduct other research to develop instructional content. | 0 | 0.4 | 0.355556 | 0 | 0 | 0.244444 |
invent names for products and write the slogans that appear on packaging, brochures and other promotional material. | 0 | 0.244444 | 0.711111 | 0 | 0 | 0.044444 |
investigate available investment opportunities to determine compatibility with client financial plans. | 0 | 0 | 0 | 0 | 0 | 1 |
investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (mems) device designs, using simulation or modeling software. | 0.167832 | 0.221445 | 0.202797 | 0.039627 | 0.356643 | 0.011655 |
investigate customer or public complaints to determine the nature and extent of problems. | 0 | 0 | 0 | 0 | 0.483871 | 0.516129 |
investigate or test specific construction project materials to determine compliance to specifications or standards. | 0 | 0 | 0 | 0 | 0 | 1 |
investigate products or markets to determine areas for opportunity or viability for merchandising specific products, using online or offline sources. | 0 | 0.436364 | 0.381818 | 0 | 0 | 0.181818 |
investigate the nature, composition, or expression of genes or research how genetic engineering can impact these processes. | 0 | 0.245283 | 0 | 0 | 0.54717 | 0.207547 |
investigate the relationship between organisms and disease including the control of epidemics and the effects of antibiotics on microorganisms. | 0 | 0 | 0 | 0 | 0 | 1 |
investigate theoretical or conceptual issues, such as the human design considerations of lunar landers or habitats. | 0.074597 | 0.229839 | 0.15121 | 0.046371 | 0.475806 | 0.022177 |
investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions. | 0 | 0.134387 | 0 | 0 | 0.664032 | 0.201581 |
issue and record adjustments to pay related to previous errors or retroactive increases. | 0 | 0 | 0 | 0 | 0 | 1 |
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 | 0 | 0 | 0 | 0.806723 | 0.193277 |
keep abreast of developments and changes in the nuclear field by reading technical journals or by independent study and research. | 0 | 0 | 0 | 0 | 0 | 1 |
keep abreast of developments and technological advances in the mathematical field by reading current literature, talking with colleagues, and participating in professional conferences. | 0 | 0 | 0 | 0 | 0.892857 | 0.107143 |
keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences. | 0 | 0.044791 | 0.031159 | 0.02629 | 0.856865 | 0.040896 |
keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional organizations and conferences. | 0 | 0 | 0 | 0 | 0.6 | 0.4 |
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 | 0 | 0 | 0 | 0.717647 | 0.282353 |
keep abreast of new biochemistries, instrumentation, or software by reading scientific literature and attending professional conferences. | 0 | 0 | 0 | 0 | 0.818182 | 0.181818 |
keep abreast of regulatory processes and payer systems such as medicare, medicaid, managed care, and private sources. | 0 | 0 | 0 | 0 | 0.789474 | 0.210526 |
keep informed about economic or legal issues involved in zoning codes, building codes, or environmental regulations. | 0 | 0 | 0 | 0 | 0 | 1 |
keep informed about trends in education and subject matter specialties. | 0 | 0 | 0 | 0 | 0.625 | 0.375 |
keep informed of industry trends and deals. | 0 | 0.356322 | 0.287356 | 0 | 0.283525 | 0.072797 |
keep informed of new products and developments. | 0 | 0.251852 | 0.148148 | 0 | 0.585185 | 0.014815 |
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 | 0 | 0 | 0 | 0.767442 | 0.232558 |
keep informed regarding pending industry changes, trends, and best practices and assess the potential impact of these changes on organizational processes. | 0 | 0 | 0 | 0 | 0.673469 | 0.326531 |
keep records and prepare reports detailing findings, investigative methods, and laboratory techniques. | 0 | 0 | 0 | 0 | 0 | 1 |
keep records of the quantities of food used. | 0 | 0 | 0 | 0 | 0 | 1 |
key and program specified commands and engineering specifications into computer system to change functions and test final layout. | 0 | 0.650794 | 0.253968 | 0 | 0 | 0.095238 |
key in processing instructions to program electronic equipment. | 0 | 0 | 0 | 0 | 0 | 1 |
lead tours and answer visitors' questions about the exhibits. | 0 | 0.320313 | 0.117188 | 0 | 0.453125 | 0.109375 |
learn about characters in scripts and their relationships to each other to develop role interpretations. | 0 | 0.319149 | 0 | 0 | 0 | 0.680851 |
learn about competitors' products or consumers' interests or concerns to answer questions or provide more complete information. | 0 | 0.240385 | 0.072115 | 0 | 0.557692 | 0.129808 |
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 | 0 | 0 | 0 | 0 | 1 |
listen and provide emotional support and encouragement to psychiatric patients. | 0 | 0 | 0 | 0 | 0 | 1 |
listen to and resolve customer complaints regarding services, products, or personnel. | 0 | 0 | 0 | 0 | 0.5 | 0.5 |
listen to and resolve customers' complaints regarding products or services. | 0 | 0 | 0 | 0 | 0.510638 | 0.489362 |
listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage. | 0 | 0 | 0 | 0 | 0 | 1 |
locate and distribute resources, such as periodicals or curricula, to enhance the effectiveness of educational programs. | 0 | 0.305882 | 0 | 0 | 0.494118 | 0.2 |
locate and document information regarding the next of kin, including their relationship to the deceased and the status of notification attempts. | 0 | 0 | 0 | 0 | 0 | 1 |
locate and notify customers of delinquent accounts by mail, telephone, or personal visits to solicit payment. | 0 | 0 | 0 | 0 | 0 | 1 |
locate and remove or repair circuit defects such as blown fuses or malfunctioning transistors. | 0 | 0 | 0 | 0 | 0 | 1 |
locate and review research articles or environmental, historical, or technical reports. | 0.025338 | 0.20777 | 0.146959 | 0.037162 | 0.548986 | 0.033784 |
Subsets and Splits