A psychiatrist begins their day reviewing patient charts and treatment plans, often starting with hospital rounds or clinic appointments where they conduct comprehensive mental health assessments and medication reviews. They spend significant time listening to patients describe their symptoms, thoughts, and feelings, using active listening skills to gather detailed social and medical histories. Throughout the day, they analyze patient data and test findings to diagnose mental disorders, prescribe psychotherapeutic treatments or medications, and design individualized care plans using various therapeutic approaches. They collaborate extensively with psychologists, social workers, and other healthcare professionals to coordinate comprehensive treatment strategies. Documentation consumes considerable time as they prepare case reports, update patient records, and communicate treatment plans to family members or other caregivers. Many psychiatrists also participate in community mental health committees or provide expert testimony for legal proceedings involving patients' mental states.
Individuals who excel as psychiatrists possess exceptional intellectual curiosity and the ability to synthesize complex information from multiple sources, as evidenced by their high investigative RIASEC profile requiring extensive analytical thinking. They demonstrate remarkable attention to detail and integrity when handling sensitive patient information and making critical treatment decisions that directly impact human lives. Strong social perceptiveness and interpersonal skills enable them to build therapeutic relationships with patients experiencing severe mental distress, while their natural inclination toward helping others drives their commitment to patient care. These professionals thrive on continuous learning and staying current with evolving research in neuroscience, pharmacology, and therapeutic techniques, demonstrating the intellectual flexibility needed for this rapidly advancing field.
Psychiatry faces minimal automation risk due to its core reliance on complex human interaction, empathetic listening, and nuanced clinical judgment that cannot be replicated by current technology. While electronic health records and diagnostic tools may enhance efficiency in documentation and data analysis, the fundamental work activities of establishing therapeutic relationships, conducting psychotherapy, and making complex treatment decisions require distinctly human capabilities. The profession may benefit from AI-assisted diagnostic tools and predictive analytics, but the interpersonal nature of mental health treatment ensures continued demand for human psychiatric expertise.
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| TERM | COUNT | FREQ | BAR | SOURCE ATTRIBUTION |
|---|---|---|---|---|
| psychiatry | 45 | 0.0123 | wikipedia 82% inference 18% | |
| tendency | 42 | 0.0115 | onet dimensi 100% | |
| medical | 40 | 0.0110 | wikipedia 55% dwas 20% | |
| others | 40 | 0.0110 | onet dimensi 95% onet tasks 2% | |
| mental | 36 | 0.0099 | inference 42% wikipedia 33% | |
| psychiatrists | 31 | 0.0085 | wikipedia 74% inference 23% | |
| health | 24 | 0.0066 | inference 54% wikipedia 21% | |
| equipment | 23 | 0.0063 | onet dimensi 100% | |
| years | 22 | 0.0060 | wikipedia 91% inference 9% | |
| patients | 20 | 0.0055 | onet tasks 25% dwas 25% | |
| treatment | 20 | 0.0055 | inference 40% onet tasks 15% | |
| disorders | 16 | 0.0044 | wikipedia 62% inference 19% | |
| principles | 16 | 0.0044 | onet dimensi 100% | |
| physical | 14 | 0.0038 | onet dimensi 43% wikipedia 29% | |
| social | 13 | 0.0036 | onet dimensi 38% inference 31% | |
| medicine | 13 | 0.0036 | wikipedia 77% inference 15% | |
| includes | 12 | 0.0033 | onet dimensi 100% | |
| control | 12 | 0.0033 | onet dimensi 100% | |
| activities | 12 | 0.0033 | onet dimensi 75% inference 17% | |
| objects | 12 | 0.0033 | onet dimensi 100% | |
| psychiatrist | 12 | 0.0033 | wikipedia 92% inference 8% | |
| specialist | 12 | 0.0033 | wikipedia 100% | |
| problems | 11 | 0.0030 | onet dimensi 82% wikipedia 18% | |
| human | 11 | 0.0030 | onet dimensi 64% inference 36% | |
| techniques | 11 | 0.0030 | onet dimensi 91% inference 9% | |
| ideas | 11 | 0.0030 | onet dimensi 100% | |
| patient | 10 | 0.0027 | inference 60% onet tasks 20% | |
| care | 10 | 0.0027 | inference 40% onet dimensi 20% | |
| psychiatric | 10 | 0.0027 | wikipedia 60% inference 30% | |
| states | 10 | 0.0027 | wikipedia 70% onet tasks 20% |
Provenance Window — Full Source Record · 29-1223.00 · Psychiatrists 7 source blocks · click to expand
[Core] [108% incumbents] Prescribe, direct, or administer psychotherapeutic treatments or medications to treat mental, emotional, or behavioral disorders. DWAs: Treat patients using psychological therapies. | Prescribe treatments or therapies. | Prescribe medications. [Core] [108% incumbents] Gather and maintain patient information and records, including social or medical history obtained from patients, relatives, or other professionals. DWAs: Collect medical information from patients, family members, or other medical professionals. | Record patient medical histories. [Core] [108% incumbents] Design individualized care plans, using a variety of treatments. DWAs: Develop medical treatment plans. [Core] [108% incumbents] Collaborate with physicians, psychologists, social workers, psychiatric nurses, or other professionals to discuss treatment plans and progress. DWAs: Collaborate with healthcare professionals to plan or provide treatment. [Core] [108% incumbents] Analyze and evaluate patient data or test findings to diagnose nature or extent of mental disorder. DWAs: Analyze test data or images to inform diagnosis or treatment. [Core] [108% incumbents] Examine or conduct laboratory or diagnostic tests on patients to provide information on general physical condition or mental disorder. DWAs: Examine patients to assess general physical condition. [Core] [108% incumbents] Advise or inform guardians, relatives, or significant others of patients' conditions or treatment. DWAs: Explain medical procedures or test results to patients or family members. [Core] [108% incumbents] Prepare and submit case reports or summaries to government or mental health agencies. DWAs: Prepare official health documents or records. | Prepare reports summarizing patient diagnostic or care activities. [Supplemental] [108% incumbents] Serve on committees to promote or maintain community mental health services or delivery systems. DWAs: Serve on institutional or departmental committees. [Core] [107% incumbents] Counsel outpatients or other patients during office visits. DWAs: Advise patients on effects of health conditions or treatments. [Core] [107% incumbents] 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. DWAs: Conduct research to increase knowledge about medical issues. | Maintain medical or professional knowledge. | Present medical research reports. [Core] [107% incumbents] Review and evaluate treatment procedures and outcomes of other psychiatrists or medical professionals. DWAs: Analyze quantitative data to determine effectiveness of treatments or therapies. [EMERGING:New] Perform mental health evaluations to provide information to courts of law on patients' mental states.
--- SKILLS --- Active Listening (imp:4.62 lvl:5.00) — Giving full attention to what other people are saying, taking time to understand Speaking (imp:4.25 lvl:4.38) — Talking to others to convey information effectively. Critical Thinking (imp:4.25 lvl:4.62) — Using logic and reasoning to identify the strengths and weaknesses of alternativ Reading Comprehension (imp:4.12 lvl:5.00) — Understanding written sentences and paragraphs in work-related documents. Writing (imp:4.12 lvl:4.38) — Communicating effectively in writing as appropriate for the needs of the audienc Active Learning (imp:4.00 lvl:4.38) — Understanding the implications of new information for both current and future pr Monitoring (imp:4.00 lvl:4.12) — Monitoring/Assessing performance of yourself, other individuals, or organization Science (imp:3.88 lvl:4.12) — Using scientific rules and methods to solve problems. Learning Strategies (imp:3.75 lvl:4.00) — Selecting and using training/instructional methods and procedures appropriate fo Mathematics (imp:2.50 lvl:2.38) — Using mathematics to solve problems. --- KNOWLEDGE --- Therapy and Counseling (imp:4.94 lvl:6.72) — Knowledge of principles, methods, and procedures for diagnosis, treatment, and r Psychology (imp:4.90 lvl:6.60) — Knowledge of human behavior and performance; individual differences in ability, Medicine and Dentistry (imp:4.75 lvl:5.82) — Knowledge of the information and techniques needed to diagnose and treat human i English Language (imp:4.27 lvl:5.05) — Knowledge of the structure and content of the English language including the mea Biology (imp:3.81 lvl:4.57) — Knowledge of plant and animal organisms, their tissues, cells, functions, interd Education and Training (imp:3.67 lvl:5.00) — Knowledge of principles and methods for curriculum and training design, teaching Customer and Personal Service (imp:3.66 lvl:4.92) — Knowledge of principles and processes for providing customer and personal servic Sociology and Anthropology (imp:3.53 lvl:4.46) — Knowledge of group behavior and dynamics, societal trends and influences, human Administration and Management (imp:3.23 lvl:3.43) — Knowledge of business and management principles involved in strategic planning, Philosophy and Theology (imp:3.04 lvl:4.11) — Knowledge of different philosophical systems and religions. This includes their Computers and Electronics (imp:3.02 lvl:3.72) — Knowledge of circuit boards, processors, chips, electronic equipment, and comput Chemistry (imp:2.92 lvl:3.68) — Knowledge of the chemical composition, structure, and properties of substances a Law and Government (imp:2.80 lvl:3.21) — Knowledge of laws, legal codes, court procedures, precedents, government regulat Public Safety and Security (imp:2.66 lvl:2.50) — Knowledge of relevant equipment, policies, procedures, and strategies to promote Mathematics (imp:2.61 lvl:3.03) — Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their appl Administrative (imp:2.58 lvl:2.97) — Knowledge of administrative and office procedures and systems such as word proce Personnel and Human Resources (imp:2.37 lvl:2.75) — Knowledge of principles and procedures for personnel recruitment, selection, tra Foreign Language (imp:2.15 lvl:1.86) — Knowledge of the structure and content of a foreign (non-English) language inclu Economics and Accounting (imp:2.11 lvl:1.54) — Knowledge of economic and accounting principles and practices, the financial mar Geography (imp:2.00 lvl:2.06) — Knowledge of principles and methods for describing the features of land, sea, an Communications and Media (imp:1.99 lvl:2.02) — Knowledge of media production, communication, and dissemination techniques and m Sales and Marketing (imp:1.97 lvl:1.61) — Knowledge of principles and methods for showing, promoting, and selling products Telecommunications (imp:1.76 lvl:0.98) — Knowledge of transmission, broadcasting, switching, control, and operation of te Physics (imp:1.70 lvl:1.37) — Knowledge and prediction of physical principles, laws, their interrelationships, History and Archeology (imp:1.66 lvl:1.17) — Knowledge of historical events and their causes, indicators, and effects on civi Transportation (imp:1.58 lvl:1.27) — Knowledge of principles and methods for moving people or goods by air, rail, sea Engineering and Technology (imp:1.23 lvl:0.62) — Knowledge of the practical application of engineering science and technology. Th Fine Arts (imp:1.19 lvl:0.35) — Knowledge of the theory and techniques required to compose, produce, and perform Production and Processing (imp:1.16 lvl:0.48) — Knowledge of raw materials, production processes, quality control, costs, and ot Mechanical (imp:1.16 lvl:0.24) — Knowledge of machines and tools, including their designs, uses, repair, and main Design (imp:1.07) — Knowledge of design techniques, tools, and principles involved in production of Building and Construction (imp:1.05) — Knowledge of materials, methods, and the tools involved in the construction or r Food Production (imp:1.01) — Knowledge of techniques and equipment for planting, growing, and harvesting food --- ABILITIES --- Oral Comprehension (imp:4.50 lvl:5.12) — The ability to listen to and understand information and ideas presented through Oral Expression (imp:4.38 lvl:4.75) — The ability to communicate information and ideas in speaking so others will unde Written Comprehension (imp:4.25 lvl:4.62) — The ability to read and understand information and ideas presented in writing. Written Expression (imp:4.12 lvl:4.88) — The ability to communicate information and ideas in writing so others will under Deductive Reasoning (imp:4.12 lvl:4.62) — The ability to apply general rules to specific problems to produce answers that Inductive Reasoning (imp:4.12 lvl:4.75) — The ability to combine pieces of information to form general rules or conclusion Problem Sensitivity (imp:4.00 lvl:4.88) — The ability to tell when something is wrong or is likely to go wrong. It does no Speech Recognition (imp:4.00 lvl:4.00) — The ability to identify and understand the speech of another person. Speech Clarity (imp:4.00 lvl:4.00) — The ability to speak clearly so others can understand you. Category Flexibility (imp:3.88 lvl:4.12) — The ability to generate or use different sets of rules for combining or grouping Information Ordering (imp:3.75 lvl:4.12) — The ability to arrange things or actions in a certain order or pattern according Near Vision (imp:3.50 lvl:3.88) — The ability to see details at close range (within a few feet of the observer). Fluency of Ideas (imp:3.38 lvl:3.88) — The ability to come up with a number of ideas about a topic (the number of ideas Originality (imp:3.25 lvl:3.62) — The ability to come up with unusual or clever ideas about a given topic or situa Flexibility of Closure (imp:3.25 lvl:3.25) — The ability to identify or detect a known pattern (a figure, object, word, or so Selective Attention (imp:3.12 lvl:2.88) — The ability to concentrate on a task over a period of time without being distrac Memorization (imp:3.00 lvl:3.00) — The ability to remember information such as words, numbers, pictures, and proced Speed of Closure (imp:3.00 lvl:3.00) — The ability to quickly make sense of, combine, and organize information into mea Mathematical Reasoning (imp:2.88 lvl:2.88) — The ability to choose the right mathematical methods or formulas to solve a prob Time Sharing (imp:2.88 lvl:2.75) — The ability to shift back and forth between two or more activities or sources of Perceptual Speed (imp:2.75 lvl:2.75) — The ability to quickly and accurately compare similarities and differences among Far Vision (imp:2.75 lvl:3.00) — The ability to see details at a distance. Number Facility (imp:2.62 lvl:2.62) — The ability to add, subtract, multiply, or divide quickly and correctly. Visualization (imp:2.38 lvl:2.50) — The ability to imagine how something will look after it is moved around or when Finger Dexterity (imp:2.38 lvl:2.00) — The ability to make precisely coordinated movements of the fingers of one or bot Auditory Attention (imp:2.38 lvl:2.00) — The ability to focus on a single source of sound in the presence of other distra Reaction Time (imp:2.00 lvl:1.50) — The ability to quickly respond (with the hand, finger, or foot) to a signal (sou Static Strength (imp:2.00 lvl:1.25) — The ability to exert maximum muscle force to lift, push, pull, or carry objects. Explosive Strength (imp:2.00 lvl:1.25) — The ability to use short bursts of muscle force to propel oneself (as in jumping Hearing Sensitivity (imp:2.00 lvl:1.50) — The ability to detect or tell the differences between sounds that vary in pitch Response Orientation (imp:1.88 lvl:1.75) — The ability to choose quickly between two or more movements in response to two o Gross Body Coordination (imp:1.88 lvl:0.88) — The ability to coordinate the movement of your arms, legs, and torso together wh Visual Color Discrimination (imp:1.88 lvl:1.50) — The ability to match or detect differences between colors, including shades of c Stamina (imp:1.75 lvl:0.88) — The ability to exert yourself physically over long periods of time without getti Gross Body Equilibrium (imp:1.75 lvl:0.75) — The ability to keep or regain your body balance or stay upright when in an unsta Depth Perception (imp:1.25 lvl:0.25) — The ability to judge which of several objects is closer or farther away from you Trunk Strength (imp:1.12 lvl:0.25) — The ability to use your abdominal and lower back muscles to support part of the Spatial Orientation (imp:1.00) — The ability to know your location in relation to the environment or to know wher Arm-Hand Steadiness (imp:1.00) — The ability to keep your hand and arm steady while moving your arm or while hold Manual Dexterity (imp:1.00) — The ability to quickly move your hand, your hand together with your arm, or your Control Precision (imp:1.00) — The ability to quickly and repeatedly adjust the controls of a machine or a vehi Multilimb Coordination (imp:1.00) — The ability to coordinate two or more limbs (for example, two arms, two legs, or Rate Control (imp:1.00) — The ability to time your movements or the movement of a piece of equipment in an Wrist-Finger Speed (imp:1.00) — The ability to make fast, simple, repeated movements of the fingers, hands, and Speed of Limb Movement (imp:1.00) — The ability to quickly move the arms and legs. Dynamic Strength (imp:1.00) — The ability to exert muscle force repeatedly or continuously over time. This inv Extent Flexibility (imp:1.00) — The ability to bend, stretch, twist, or reach with your body, arms, and/or legs. Dynamic Flexibility (imp:1.00) — The ability to quickly and repeatedly bend, stretch, twist, or reach out with yo Night Vision (imp:1.00) — The ability to see under low-light conditions. Peripheral Vision (imp:1.00) — The ability to see objects or movement of objects to one's side when the eyes ar Glare Sensitivity (imp:1.00) — The ability to see objects in the presence of a glare or bright lighting. Sound Localization (imp:1.00) — The ability to tell the direction from which a sound originated. --- WORK ACTIVITIES --- Assisting and Caring for Others (imp:4.96 lvl:5.84) — Providing personal assistance, medical attention, emotional support, or other pe Getting Information (imp:4.80 lvl:5.81) — Observing, receiving, and otherwise obtaining information from all relevant sour Making Decisions and Solving Problems (imp:4.66 lvl:6.12) — Analyzing information and evaluating results to choose the best solution and sol Establishing and Maintaining Interpersonal Relationships (imp:4.65 lvl:5.68) — Developing constructive and cooperative working relationships with others, and m Updating and Using Relevant Knowledge (imp:4.53 lvl:5.87) — Keeping up-to-date technically and applying new knowledge to your job. Documenting/Recording Information (imp:4.38 lvl:4.44) — Entering, transcribing, recording, storing, or maintaining information in writte Communicating with Supervisors, Peers, or Subordinates (imp:4.34 lvl:4.91) — Providing information to supervisors, co-workers, and subordinates by telephone, Identifying Objects, Actions, and Events (imp:4.20 lvl:5.89) — Identifying information by categorizing, estimating, recognizing differences or Training and Teaching Others (imp:4.01 lvl:5.02) — Identifying the educational needs of others, developing formal educational or tr Interpreting the Meaning of Information for Others (imp:3.90 lvl:4.24) — Translating or explaining what information means and how it can be used. Providing Consultation and Advice to Others (imp:3.89 lvl:4.90) — Providing guidance and expert advice to management or other groups on technical, Analyzing Data or Information (imp:3.86 lvl:5.15) — Identifying the underlying principles, reasons, or facts of information by break Judging the Qualities of Objects, Services, or People (imp:3.85 lvl:4.70) — Assessing the value, importance, or quality of things or people. Processing Information (imp:3.80 lvl:4.66) — Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying Resolving Conflicts and Negotiating with Others (imp:3.77 lvl:4.71) — Handling complaints, settling disputes, and resolving grievances and conflicts, Monitoring Processes, Materials, or Surroundings (imp:3.74 lvl:4.96) — Monitoring and reviewing information from materials, events, or the environment, Developing and Building Teams (imp:3.72 lvl:3.77) — Encouraging and building mutual trust, respect, and cooperation among team membe Organizing, Planning, and Prioritizing Work (imp:3.64 lvl:4.30) — Developing specific goals and plans to prioritize, organize, and accomplish your Evaluating Information to Determine Compliance with Standards (imp:3.61 lvl:4.35) — Using relevant information and individual judgment to determine whether events o Thinking Creatively (imp:3.50 lvl:4.81) — Developing, designing, or creating new applications, ideas, relationships, syste Developing Objectives and Strategies (imp:3.49 lvl:3.94) — Establishing long-range objectives and specifying the strategies and actions to Working with Computers (imp:3.46 lvl:2.94) — Using computers and computer systems (including hardware and software) to progra Communicating with People Outside the Organization (imp:3.36 lvl:3.61) — Communicating with people outside the organization, representing the organizatio Performing Administrative Activities (imp:3.25 lvl:3.76) — Performing day-to-day administrative tasks such as maintaining information files Guiding, Directing, and Motivating Subordinates (imp:3.18 lvl:3.85) — Providing guidance and direction to subordinates, including setting performance Performing for or Working Directly with the Public (imp:3.17 lvl:3.14) — Performing for people or dealing directly with the public. This includes serving Coaching and Developing Others (imp:3.13 lvl:4.26) — Identifying the developmental needs of others and coaching, mentoring, or otherw Coordinating the Work and Activities of Others (imp:3.07 lvl:3.09) — Getting members of a group to work together to accomplish tasks. Scheduling Work and Activities (imp:3.03 lvl:3.39) — Scheduling events, programs, and activities, as well as the work of others. Selling or Influencing Others (imp:2.65 lvl:2.48) — Convincing others to buy merchandise/goods or to otherwise change their minds or Estimating the Quantifiable Characteristics of Products, Events, or Information (imp:2.33 lvl:2.51) — Estimating sizes, distances, and quantities; or determining time, costs, resourc Monitoring and Controlling Resources (imp:2.27 lvl:2.38) — Monitoring and controlling resources and overseeing the spending of money. Inspecting Equipment, Structures, or Materials (imp:2.17 lvl:2.01) — Inspecting equipment, structures, or materials to identify the cause of errors o Staffing Organizational Units (imp:2.13 lvl:1.94) — Recruiting, interviewing, selecting, hiring, and promoting employees in an organ Performing General Physical Activities (imp:2.01 lvl:1.69) — Performing general physical activities includes doing activities that require co Controlling Machines and Processes (imp:1.65 lvl:1.06) — Using either control mechanisms or direct physical activity to operate machines Handling and Moving Objects (imp:1.45 lvl:1.03) — Using hands and arms in handling, installing, positioning, and moving materials, Operating Vehicles, Mechanized Devices, or Equipment (imp:1.44 lvl:0.60) — Running, maneuvering, navigating, or driving vehicles or mechanized equipment, s Repairing and Maintaining Electronic Equipment (imp:1.43 lvl:0.59) — Servicing, repairing, calibrating, regulating, fine-tuning, or testing machines, Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment (imp:1.28) — Providing documentation, detailed instructions, drawings, or specifications to t Repairing and Maintaining Mechanical Equipment (imp:1.09) — Servicing, repairing, adjusting, and testing machines, devices, moving parts, an --- WORK STYLES --- Attention to Detail (imp:10.00) — A tendency to be detail-oriented, organized, and thorough in completing work. Integrity (imp:9.00) — A tendency to be honest and ethical at work. Cautiousness (imp:8.00) — A tendency to be careful, deliberate, and risk-avoidant when making work-related Intellectual Curiosity (imp:7.00) — A tendency to seek out and acquire new work-related knowledge and obtain a deep Cooperation (imp:6.00) — A tendency to be pleasant, helpful, and willing to assist others at work. Social Orientation (imp:5.00) — A tendency to seek out, enjoy, and be energized by social interaction at work. Self-Control (imp:4.00) — A tendency to remain calm and composed and to manage emotions effectively in res Empathy (imp:3.00) — A tendency to show concern for others and be sensitive to others' needs and feel Stress Tolerance (imp:3.00) — A tendency to cope and function effectively in stressful situations at work. Integrity (imp:2.93) — A tendency to be honest and ethical at work. Dependability (imp:2.87) — A tendency to be reliable, responsible, and consistent in meeting work-related o Self-Control (imp:2.59) — A tendency to remain calm and composed and to manage emotions effectively in res Attention to Detail (imp:2.57) — A tendency to be detail-oriented, organized, and thorough in completing work. Sincerity (imp:2.53) — A tendency to be genuine and sincere in interactions with others at work, withou Stress Tolerance (imp:2.51) — A tendency to cope and function effectively in stressful situations at work. Intellectual Curiosity (imp:2.50) — A tendency to seek out and acquire new work-related knowledge and obtain a deep Cooperation (imp:2.47) — A tendency to be pleasant, helpful, and willing to assist others at work. Social Orientation (imp:2.31) — A tendency to seek out, enjoy, and be energized by social interaction at work. Cautiousness (imp:2.14) — A tendency to be careful, deliberate, and risk-avoidant when making work-related Empathy (imp:2.00) — A tendency to show concern for others and be sensitive to others' needs and feel Achievement Orientation (imp:1.98) — A tendency to establish and maintain personally challenging work-related goals, Perseverance (imp:1.97) — A tendency to exhibit determination and resolve to perform or complete tasks in Tolerance for Ambiguity (imp:1.85) — A tendency to be comfortable with ambiguity and uncertainty at work. Adaptability (imp:1.83) — A tendency to be open to and comfortable with change, new experiences, or ideas Self-Confidence (imp:1.73) — A tendency to believe in one's work-related capabilities and ability to control Initiative (imp:1.50) — A tendency to be proactive and take on extra responsibilities and tasks that may Innovation (imp:1.39) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on Humility (imp:1.22) — A tendency to be modest and humble when interacting with others at work. Leadership Orientation (imp:1.21) — A tendency to lead, take charge, offer opinions, and provide direction at work. Optimism (imp:1.16) — A tendency to exhibit a positive attitude and positive emotions at work, even un Sincerity (imp:1.00) — A tendency to be genuine and sincere in interactions with others at work, withou Innovation () — A tendency to be inventive, to be imaginative, and to adopt new perspectives on Achievement Orientation () — A tendency to establish and maintain personally challenging work-related goals, Tolerance for Ambiguity () — A tendency to be comfortable with ambiguity and uncertainty at work. Initiative () — A tendency to be proactive and take on extra responsibilities and tasks that may Adaptability () — A tendency to be open to and comfortable with change, new experiences, or ideas Self-Confidence () — A tendency to believe in one's work-related capabilities and ability to control Perseverance () — A tendency to exhibit determination and resolve to perform or complete tasks in Leadership Orientation () — A tendency to lead, take charge, offer opinions, and provide direction at work. Humility () — A tendency to be modest and humble when interacting with others at work. Optimism () — A tendency to exhibit a positive attitude and positive emotions at work, even un Dependability () — A tendency to be reliable, responsible, and consistent in meeting work-related o --- TRANSFERABLE SKILLS --- Social Perceptiveness (imp:4.50 lvl:5.38) — Being aware of others' reactions and understanding why they react as they do. Judgment and Decision Making (imp:4.12 lvl:4.25) — Considering the relative costs and benefits of potential actions to choose the m Coordination (imp:3.88 lvl:3.88) — Adjusting actions in relation to others' actions. Service Orientation (imp:3.88 lvl:4.12) — Actively looking for ways to help people. Complex Problem Solving (imp:3.88 lvl:4.25) — Identifying complex problems and reviewing related information to develop and ev Persuasion (imp:3.50 lvl:4.00) — Persuading others to change their minds or behavior. Instructing (imp:3.50 lvl:4.00) — Teaching others how to do something. Negotiation (imp:3.25 lvl:3.88) — Bringing others together and trying to reconcile differences. Operations Analysis (imp:3.25 lvl:3.50) — Analyzing needs and product requirements to create a design. Systems Analysis (imp:3.25 lvl:3.38) — Determining how a system should work and how changes in conditions, operations, Systems Evaluation (imp:3.25 lvl:3.62) — Identifying measures or indicators of system performance and the actions needed Time Management (imp:3.25 lvl:3.50) — Managing one's own time and the time of others. Management of Personnel Resources (imp:2.75 lvl:3.00) — Motivating, developing, and directing people as they work, identifying the best Operations Monitoring (imp:1.62 lvl:0.75) — Watching gauges, dials, or other indicators to make sure a machine is working pr Management of Financial Resources (imp:1.62 lvl:1.00) — Determining how money will be spent to get the work done, and accounting for the Management of Material Resources (imp:1.62 lvl:0.75) — Obtaining and seeing to the appropriate use of equipment, facilities, and materi Technology Design (imp:1.50 lvl:0.62) — Generating or adapting equipment and technology to serve user needs. Programming (imp:1.50 lvl:0.62) — Writing computer programs for various purposes. Quality Control Analysis (imp:1.38 lvl:0.62) — Conducting tests and inspections of products, services, or processes to evaluate Operation and Control (imp:1.25 lvl:0.38) — Controlling operations of equipment or systems. Equipment Selection (imp:1.00) — Determining the kind of tools and equipment needed to do a job. Installation (imp:1.00) — Installing equipment, machines, wiring, or programs to meet specifications. Equipment Maintenance (imp:1.00) — Performing routine maintenance on equipment and determining when and what kind o Troubleshooting (imp:1.00) — Determining causes of operating errors and deciding what to do about it. Repairing (imp:1.00) — Repairing machines or systems using the needed tools.
--- NATIONAL WAGES --- total_employment : 27,980 annual_median : $281,870 annual_pct10 : $84,060 annual_pct25 : $154,150 annual_pct75 : $362,740 annual_pct90 : $446,520 annual_mean : $269,940 hourly_median : $135.51 --- GEOGRAPHIC DISPERSION --- highest_state : California ($353,500) lowest_state : West Virginia ($63,320) dispersion_ratio : 5.583x --- TOP STATES BY WAGE (46 total) --- Health Care and Social Assistance emp: 23,310 median: $ 286,770 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 2,680 median: $ 305,530 Educational Services emp: 1,550 median: $ 159,310 Professional, Scientific, and Technical Services emp: 240 median: $ 188,090 Management of Companies and Enterprises emp: 90 median: $ 300,030 Administrative and Support and Waste Management and Remediation Services emp: 70 median: $ 280,010 --- TOP INDUSTRIES BY EMPLOYMENT (6 total) --- Health Care and Social Assistance emp: 23,310 median: $ 286,770 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 2,680 median: $ 305,530 Educational Services emp: 1,550 median: $ 159,310 Professional, Scientific, and Technical Services emp: 240 median: $ 188,090 Management of Companies and Enterprises emp: 90 median: $ 300,030 Administrative and Support and Waste Management and Remediation Services emp: 70 median: $ 280,010
exact_match_status : found matched_title : Psychiatrist match_score : 0.9600 wikidata_qid : Q211346 word_count : 1,646 wikipedia_url : https://en.wikipedia.org/wiki/Psychiatrist license : CC BY-SA 4.0 fetched_at : 2026-06-02T21:39:31.495831Z --- WIKIPEDIA FULL TEXT --- A psychiatrist is a physician who specializes in psychiatry. Psychiatrists evaluate patients to determine whether their symptoms are the result of a physical illness, a combination of physical and mental ailments, or strict mental issues. Sometimes a psychiatrist works within a multidisciplinary team, which may comprise clinical psychologists, social workers, occupational therapists, and nursing staff. Psychiatrists have broad training in a biopsychosocial approach to the assessment and management of mental illness. As part of the clinical assessment process, psychiatrists may employ a mental status examination; a physical examination; brain imaging such as a computerized tomography, magnetic resonance imaging, or positron emission tomography scan; and blood testing. Psychiatrists use pharmacologic, psychotherapeutic, or interventional approaches to treat mental disorders. == Subspecialties == The field of psychiatry has many subspecialties that require additional (fellowship) training, which, in the US, are certified by the American Board of Psychiatry and Neurology (ABPN) and require the Maintenance of Certification Program to continue. These include the following: Clinical neurophysiology Forensic psychiatry Addiction psychiatry Child and adolescent psychiatry Geriatric psychiatry Palliative care Pain management Consultation-liaison psychiatry Sleep medicine Brain injury medicine Further, other specialties that exist include: Cross-cultural psychiatry Emergency psychiatry Learning disability Neurodevelopmental disorder Cognition diseases, as in various forms of dementia Biological psychiatry Community psychiatry Global mental health Military psychiatry Social psychiatry Sports psychiatry The United Council for Neurologic Subspecialties in the United States offers certification and fellowship program accreditation in the subspecialties of behavioral neurology and neuropsychiatry, which is open to both neurologists and psychiatrists. Some psychiatrists specialize in helping certain age groups. Pediatric psychiatry is the area of the profession working with children in addressing psychological problems. Psychiatrists specializing in geriatric psychiatry work with the elderly and are called geriatric psychiatrists or geropsychiatrists. Those who practice psychiatry in the workplace are called occupational psychiatrists in the United States and occupational psychology is the name used for the most similar discipline in the UK. Psychiatrists working in the courtroom and reporting to the judge and jury, in both criminal and civil court cases, are called forensic psychiatrists, who also treat mentally disordered offenders and other patients whose condition is such that they have to be treated in secure units. Other psychiatrists may also specialize in psychopharmacology, psychotherapy, psychiatric genetics, neuroimaging, dementia-related disorders such as Alzheimer's disease, attention deficit hyperactivity disorder, sleep medicine, pain medicine, palliative medicine, eating disorders, sexual disorders, women's health, global mental health, early psychosis intervention, mood disorders and anxiety disorders such as obsessive–compulsive disorder and post-traumatic stress disorder. Psychiatrists work in a wide variety of settings. Some are full-time medical researchers, many see patients in private medical practices, and consult liaison psychiatrists see patients in hospital settings where psychiatric and other medical conditions interact. As a physician (M.D. or D.O.), a psychiatrist specializes in diagnosing, treating, and preventing mental, emotional, and behavioral disorders, and is uniquely qualified to prescribe medications and order a full range of medical and laboratory tests to assess the physical aspects of psychological problems. == Professional requirements == While requirements to become a psychiatric physician differ from country to country, all require a medical degree. === India === In India, a Bachelor of Medicine, Bachelor of Surgery (MBBS) degree is the basic qualification needed to do psychiatry. After completing an MBBS (including an internship), they can attend various PG medical entrance exams and get a Doctor of Medicine (M.D.) in psychiatry, which is a 3-year course. A diploma course in psychiatry or DNB psychiatry can also be taken to become a psychiatrist. === Netherlands === In the Netherlands, becoming a psychiatrist requires completing medical school to be certified as a medical doctor [2]. Subsequently, and generally only after several years of post-graduate work experience as an ANIOS, and after a competitive selection, a physician may enter the 4.5-year postgraduate residency program (become an AIOS) to specialize in psychiatry. The total path to becoming a registered psychiatrist in the Netherlands, therefore, takes a minimum of 10.5 years, comprising 6 years of medical school [3] followed by the 4.5-year residency, but is generally substantially longer. Postgraduate training in psychiatry is regulated by the Dutch Association for Psychiatry (NVvP) in accordance with the rules of the College of Medical Specialties (CGS), part of the Royal Dutch Medical Association (RDMA). According to the National Training Plan for Psychiatry (Landelijk Opleidingsplan de Psychiater) updated in October 2023, key requirements of the residency include: Settings: Residents must gain experience in both a Mental Health Institute (GGZ) and a general or academic hospital. Lifespan Context: Training covers the entire lifespan, divided into three contexts: Child and Adolescent (0–23 years), Adult (16–65 years), and Elderly (60+ years). Profiling (Electives): A total of 18 months is dedicated to profiling. During this period, residents can choose to focus on specific age groups, treatment contexts, or academic themes. Psychotherapy: Residents must perform at least 200 sessions of psychotherapy, including three process-oriented therapies and one group or system therapy. This is supported by 120 hours of supervision plus a minimum of 50 sessions of personal therapy (leertherapie) focused on the resident's own professional reflection and growth. (In the Netherlands, a distinction is made between arts in opleiding tot specialist (AIOS) and arts niet in opleiding tot specialist (ANIOS). Both are fully qualified physicians (basisartsen) who have completed medical school and are licensed to practice. However, an AIOS does hold a formal position within a recognized postgraduate training program leading to a medical specialty, whereas an ANIOS works as a physician without (yet) being enrolled in such a program, often to gain clinical experience before entering specialist training. [4]) For further reading (contains some obsolete information): Ten Doesschate, R.J.A., & Hodiamont, P.P.G. (2007). Mental health in the Netherlands. International psychiatry: bulletin of the Board of International Affairs of the Royal College of Psychiatrists, 4(2), 39–41. === Pakistan === In Pakistan, one must complete basic medical education, an MBBS, then get registered with the Pakistan Medical and Dental Council (PMDC) as a general practitioner after a one-year mandatory internship, house job. After registration with PMDC, one has to take the FCPS-I exam. After that, they pursue four additional years of training in psychiatry at the College of Physicians and Surgeons Pakistan. Training inclu des rotations in general medicine, neurology, and clinical psychology for three months each, during the first two years. There is a mid-exam intermediate module and a final exam after four years. === Hong Kong === In the Hong Kong Special Administrative Region (HKSAR), psychiatrists are required to obtain a medical degree, followed by a minimum of six years of specialized training. Then, they must achieve fellowship at the Hong Kong College of Psychiatrists and attain the qualification of 'specialist in psychiatry' from the Medical Council. Certified psychiatrists are inclu --- SEMANTIC NEIGHBORS (5) --- Title: Anthony Clare (similarity: 0.3077) URL: https://en.wikipedia.org/wiki/Anthony_Clare QID: Q4772271 Extract: Anthony Ward Clare was an Irish psychiatrist and a presenter of radio and television programmes. He was the presenter of the radio series In the Psychiatrist's Chair, an interview and discussion programme, which aired on BBC Radio 4. Title: Edward Hallowell (psychiatrist) (similarity: 0.5455) URL: https://en.wikipedia.org/wiki/Edward_Hallowell_(psychiatrist) QID: Q5343283 Extract: ZXEdward McKey Hallowell is an American psychiatrist, speaker, New York Times best-selling author and podcast host. He specializes in ADHD and is the founder of the Hallowell ADHD Centers. Hallowell is the author of 20 books, including the Distraction series, co-authored with John Ratey. Title: Esther Lamm (similarity: 0.1667) URL: https://en.wikipedia.org/wiki/Esther_Lamm QID: Q50804820 Extract: Esther Lamm,, was a Swedish child and adult psychiatrist and psychoanalyst who became involved in refugee relief. After World War II, she treated concentration camp survivors who arrived at the Stockholm hospital by ship and ambulance. Title: List of Mad Men characters (similarity: 0.2051) URL: https://en.wikipedia.org/wiki/List_of_Mad_Men_characters QID: Q3023557 Extract: This is a list of fictional characters in the television series Mad Men, all of whom have appeared in multiple episodes. Title: Child and adolescent psychiatry (similarity: 0.4091) URL: https://en.wikipedia.org/wiki/Child_and_adolescent_psychiatry QID: Q1741745 Extract: Child and adolescent psychiatry is a branch of psychiatry that focuses on the diagnosis, treatment, and prevention of mental disorders in children, adolescents, and their families. It investigates the biopsychosocial factors that influence the development and course of psychiatric disorders and trea
model_pass1 : claude-sonnet-4-20250514
model_pass2 : claude-haiku-4-5-20251001
inference_confidence : high
confidence_notes : Strong confidence supported by comprehensive O*NET data, clear Wikipedia match, detailed wage and employment statistics, and well-defined education requirements reflecting the medical nature of this profession.
inferred_at : 2026-06-03T19:14:09.525693+00:00
tokens_input : 4,690
tokens_output : 4,402
cost_usd : $0.049533
wikipedia_used : True
wikipedia_title : Psychiatrist
wikipedia_note : The Wikipedia definition aligns with O*NET data, emphasizing psychiatrists as physicians specializing in psychiatry who evaluate patients for physical and mental health issues. The multidisciplinary team approach mentioned matches the collaboration work activities identified in the occupation profile.
--- PROSE FIELDS ---
ROLE SUMMARY:
Psychiatrists are medical doctors who specialize in diagnosing, treating, and preventing mental health disorders through a combination of psychotherapy, medication management, and comprehensive patient care. They conduct thorough evaluations to determine whether symptoms stem from physical illness, mental conditions, or a combination of both, requiring extensive medical training and psychological expertise. These physicians work across diverse settings including hospitals, private practices, and community mental health centers to provide individualized treatment plans for patients with complex mental health needs.
DAY IN THE LIFE:
A psychiatrist begins their day reviewing patient charts and treatment plans, often starting with hospital rounds or clinic appointments where they conduct comprehensive mental health assessments and medication reviews. They spend significant time listening to patients describe their symptoms, thoughts, and feelings, using active listening skills to gather detailed social and medical histories. Throughout the day, they analyze patient data and test findings to diagnose mental disorders, prescribe psychotherapeutic treatments or medications, and design individualized care plans using various therapeutic approaches. They collaborate extensively with psychologists, social workers, and other healthcare professionals to coordinate comprehensive treatment strategies. Documentation consumes considerable time as they prepare case reports, update patient records, and communicate treatment plans to family members or other caregivers. Many psychiatrists also participate in community mental health committees or provide expert testimony for legal proceedings involving patients' mental states.
WHO THRIVES:
Individuals who excel as psychiatrists possess exceptional intellectual curiosity and the ability to synthesize complex information from multiple sources, as evidenced by their high investigative RIASEC profile requiring extensive analytical thinking. They demonstrate remarkable attention to detail and integrity when handling sensitive patient information and making critical treatment decisions that directly impact human lives. Strong social perceptiveness and interpersonal skills enable them to build therapeutic relationships with patients experiencing severe mental distress, while their natural inclination toward helping others drives their commitment to patient care. These professionals thrive on continuous learning and staying current with evolving research in neuroscience, pharmacology, and therapeutic techniques, demonstrating the intellectual flexibility needed for this rapidly advancing field.
CAREER ENTRY:
Entry into psychiatry requires completion of medical school (4 years) followed by a psychiatric residency program (4 years), with 58.5% of practitioners pursuing additional post-doctoral training through fellowships in specialized areas like child psychiatry or addiction medicine. Candidates must pass medical licensing examinations and obtain board certification in psychiatry through the American Board of Psychiatry and Neurology. The extensive preparation needed reflects the Job Zone 5 classification, requiring mastery of both general medical knowledge and specialized expertise in mental health disorders, psychopharmacology, and various therapeutic modalities.
CAREER TRAJECTORY:
Psychiatrists typically advance through clinical practice roles, developing specializations in areas such as child and adolescent psychiatry, addiction medicine, or forensic psychiatry as demonstrated by the diverse job titles in the field. Many pursue leadership positions in healthcare institutions, academic appointments combining clinical practice with research and teaching, or private practice ownership offering greater autonomy in treatment approaches. The field offers opportunities for subspecialization through fellowship training, with some psychiatrists becoming department heads, medical directors of mental health facilities, or consultants for legal and organizational settings requiring mental health expertise.
MARKET INTELLIGENCE:
Psychiatrists command substantial compensation with a median annual wage of $281,870 according to BLS OEWS May 2025, reflecting the extensive education requirements and critical nature of their work. The profession employs 27,980 practitioners nationally, with the largest concentration in healthcare and social assistance settings (23,310 employed), followed by government positions (2,680) and educational institutions (1,550). Geographic wage variation is significant, ranging from California's $353,500 average to West Virginia's $63,320, representing a 5.58x ratio that reflects both cost of living differences and demand variations. The growing recognition of mental health importance, combined with workforce shortages in many regions, suggests strong continued demand for psychiatric services, particularly as healthcare systems integrate behavioral health with primary care.
AUTOMATION OUTLOOK:
Psychiatry faces minimal automation risk due to its core reliance on complex human interaction, empathetic listening, and nuanced clinical judgment that cannot be replicated by current technology. While electronic health records and diagnostic tools may enhance efficiency in documentation and data analysis, the fundamental work activities of establishing therapeutic relationships, conducting psychotherapy, and making complex treatment decisions require distinctly human capabilities. The profession may benefit from AI-assisted diagnostic tools and predictive analytics, but the interpersonal nature of mental health treatment ensures continued demand for human psychiatric expertise.
--- REASONED EDGES ---
[skill_overlap] Clinical and Counseling Psychologists (19-3033.00) — confidence:high
reasoning: Both roles share high-level therapy and counseling knowledge (psychiatrists: 6.7, psychologists also high) and similar social/investigative RIASEC profiles.
data: Therapy and Counseling knowledge level 6.7
data: Psychology knowledge level 6.6
data: I:6.59, S:5.83 RIASEC profile
[task_similarity] Advanced Practice Psychiatric Nurses (29-1141.02) — confidence:high
reasoning: Both roles prescribe psychotherapeutic treatments and medications, collaborate with healthcare teams, and provide mental health assessments with similar care delivery patterns.
data: Prescribe psychotherapeutic treatments task
data: Collaborate with healthcare professionals task
data: Assisting and Caring for Others work activity level 5.8
[knowledge_overlap] Family Medicine Physicians (29-1215.00) — confidence:medium
reasoning: Shared medical foundation with Medicine and Dentistry knowledge (level 5.8) and similar patient care work activities, though psychiatrists specialize in mental health.
data: Medicine and Dentistry knowledge level 5.8
data: Job Zone 5 extensive preparation
data: Patient examination and care tasks
[career_pathway] Neurologists (29-1217.00) — confidence:medium
reasoning: Both medical specialties require similar foundational training and share overlapping areas in neuropsychiatry, with some psychiatrists pursuing dual training or consultation relationships.
data: Post-doctoral training 58.5%
data: Medicine and Dentistry knowledge
data: Doctoral degree requirements
[knowledge_overlap] Clinical Neuropsychologists (19-3039.03) — confidence:medium
reasoning: Substantial overlap in psychology knowledge (psychiatrists: 6.6) and similar investigative work involving mental health assessment and treatment planning.
data: Psychology knowledge level 6.6
data: Making Decisions and Solving Problems work activity level 6.1
data: Analyze patient data diagnostic task
--- NORMALIZER SIGNALS ---
match_keywords : ['psychiatrist', 'mental health physician', 'psychiatric doctor', 'psychiatric medicine', 'behavioral health physician', 'psychiatric specialist', 'psychiatric practitioner', 'medical psychiatry']
exclude_keywords : ['psychologist', 'therapist', 'counselor', 'social worker', 'psychiatric nurse']
title_patterns : ['Psychiatrist', 'Psychiatric Physician', 'Medical Psychiatrist', 'Psychiatric Specialist', 'Psychiatric Doctor']
common_variations: ['General Psychiatrist', 'Adult Psychiatrist', 'Child Psychiatrist', 'Clinical Psychiatrist', 'Consulting Psychiatrist', 'Inpatient Psychiatrist', 'Outpatient Psychiatrist', 'Addiction Psychiatrist']
total_terms : 40 top_words : ['psychiatry', 'tendency', 'medical', 'others', 'mental', 'psychiatrists', 'health', 'equipment', 'years', 'patients', 'treatment', 'disorders', 'principles', 'physical', 'social', 'medicine', 'includes', 'control', 'activities', 'objects'] source_layers : onet_tasks | onet_dimensions | dwas | wikipedia | inference TERM COUNT FREQ DOMINANT SOURCE SOURCE BREAKDOWN ────────────────────────────────────────────────────────────────────────────────────────── psychiatry 45 0.01232 wikipedia wikipedia:82% inference:18% tendency 42 0.01150 onet_dimensions onet_dimensions:100% medical 40 0.01096 wikipedia wikipedia:55% dwas:20% inference:18% others 40 0.01096 onet_dimensions onet_dimensions:95% onet_tasks:2% inference:2% mental 36 0.00986 inference inference:42% wikipedia:33% onet_tasks:22% psychiatrists 31 0.00849 wikipedia wikipedia:74% inference:23% onet_tasks:3% health 24 0.00657 inference inference:54% wikipedia:21% onet_tasks:12% equipment 23 0.00630 onet_dimensions onet_dimensions:100% years 22 0.00603 wikipedia wikipedia:91% inference:9% patients 20 0.00548 onet_tasks onet_tasks:25% dwas:25% inference:25% treatment 20 0.00548 inference inference:40% onet_tasks:15% onet_dimensions:15% disorders 16 0.00438 wikipedia wikipedia:62% inference:19% onet_tasks:12% principles 16 0.00438 onet_dimensions onet_dimensions:100% physical 14 0.00383 onet_dimensions onet_dimensions:43% wikipedia:29% inference:14% social 13 0.00356 onet_dimensions onet_dimensions:38% inference:31% onet_tasks:15% medicine 13 0.00356 wikipedia wikipedia:77% inference:15% onet_dimensions:8% includes 12 0.00329 onet_dimensions onet_dimensions:100% control 12 0.00329 onet_dimensions onet_dimensions:100% activities 12 0.00329 onet_dimensions onet_dimensions:75% inference:17% dwas:8% objects 12 0.00329 onet_dimensions onet_dimensions:100% psychiatrist 12 0.00329 wikipedia wikipedia:92% inference:8% specialist 12 0.00329 wikipedia wikipedia:100% problems 11 0.00301 onet_dimensions onet_dimensions:82% wikipedia:18% human 11 0.00301 onet_dimensions onet_dimensions:64% inference:36% techniques 11 0.00301 onet_dimensions onet_dimensions:91% inference:9% ideas 11 0.00301 onet_dimensions onet_dimensions:100% patient 10 0.00274 inference inference:60% onet_tasks:20% dwas:20% care 10 0.00274 inference inference:40% onet_dimensions:20% wikipedia:20% psychiatric 10 0.00274 wikipedia wikipedia:60% inference:30% onet_tasks:10% states 10 0.00274 wikipedia wikipedia:70% onet_tasks:20% inference:10% procedures 10 0.00274 onet_dimensions onet_dimensions:80% onet_tasks:10% dwas:10% needed 10 0.00274 onet_dimensions onet_dimensions:70% inference:20% wikipedia:10% management 10 0.00274 onet_dimensions onet_dimensions:70% wikipedia:20% inference:10% materials 10 0.00274 onet_dimensions onet_dimensions:100% body 10 0.00274 onet_dimensions onet_dimensions:100% plans 9 0.00247 inference inference:44% onet_tasks:22% onet_dimensions:22% services 9 0.00247 onet_dimensions onet_dimensions:67% onet_tasks:11% wikipedia:11% needs 9 0.00247 onet_dimensions onet_dimensions:89% inference:11% rules 9 0.00247 onet_dimensions onet_dimensions:89% wikipedia:11% resources 9 0.00247 onet_dimensions onet_dimensions:100%