Pharmacists begin their day by reviewing prescription orders, verifying patient information, and checking for potential drug interactions or contraindications. They spend significant time dispensing medications, counseling patients on proper usage and side effects, and maintaining detailed medication records. Throughout the day, they collaborate with physicians and healthcare teams to resolve medication-related issues, analyze prescribing trends for compliance monitoring, and manage pharmaceutical inventory. They also provide specialized services like diabetes or smoking cessation counseling, contact insurance companies for billing resolution, and update pharmacy information systems.
Individuals who excel as pharmacists possess strong analytical and scientific reasoning abilities, with exceptional attention to detail and unwavering dependability. They demonstrate excellent oral and written communication skills to effectively counsel patients and collaborate with healthcare teams. Successful pharmacists exhibit high integrity and cautiousness when handling medications, combined with intellectual curiosity to stay current with evolving pharmaceutical knowledge. They thrive on complex problem-solving, service-oriented interactions, and the precision required for medication safety and compliance monitoring.
Pharmacists face moderate automation risk in dispensing activities but remain essential for clinical decision-making and patient counseling functions. While automated dispensing systems and robotics may handle routine prescription filling, the high-level cognitive work of evaluating drug interactions, monitoring patient compliance, and providing therapeutic consultations requires human expertise. The profession may evolve toward more clinical and consultative roles as technology handles routine dispensing tasks.
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| TERM | COUNT | FREQ | BAR | SOURCE ATTRIBUTION |
|---|---|---|---|---|
| pharmacy | 167 | 0.0286 | wikipedia 92% inference 5% | |
| pharmacists | 127 | 0.0217 | wikipedia 91% inference 9% | |
| pharmacist | 59 | 0.0101 | wikipedia 100% | |
| tendency | 42 | 0.0072 | onet dimensi 100% | |
| practice | 41 | 0.0070 | wikipedia 95% inference 5% | |
| others | 40 | 0.0068 | onet dimensi 95% wikipedia 5% | |
| health | 39 | 0.0067 | wikipedia 79% onet tasks 10% | |
| pharmaceutical | 37 | 0.0063 | wikipedia 89% onet tasks 5% | |
| years | 35 | 0.0060 | wikipedia 97% inference 3% | |
| clinical | 31 | 0.0053 | wikipedia 84% inference 16% | |
| care | 30 | 0.0051 | wikipedia 90% onet dimensi 7% | |
| patients | 29 | 0.0050 | wikipedia 59% onet tasks 14% | |
| equipment | 27 | 0.0046 | onet dimensi 85% dwas 11% | |
| university | 27 | 0.0046 | wikipedia 100% | |
| drug | 25 | 0.0043 | wikipedia 60% inference 20% | |
| medical | 25 | 0.0043 | dwas 48% wikipedia 36% | |
| medication | 24 | 0.0041 | wikipedia 58% inference 33% | |
| management | 21 | 0.0036 | wikipedia 52% onet dimensi 33% | |
| healthcare | 21 | 0.0036 | inference 38% wikipedia 33% | |
| standards | 20 | 0.0034 | wikipedia 60% onet dimensi 40% | |
| school | 20 | 0.0034 | wikipedia 100% | |
| program | 19 | 0.0033 | wikipedia 89% onet dimensi 5% | |
| monitoring | 17 | 0.0029 | onet dimensi 47% wikipedia 29% | |
| body | 17 | 0.0029 | onet dimensi 59% wikipedia 41% | |
| medicines | 17 | 0.0029 | wikipedia 100% | |
| american | 17 | 0.0029 | wikipedia 100% | |
| medications | 16 | 0.0027 | wikipedia 44% inference 25% | |
| patient | 16 | 0.0027 | wikipedia 50% inference 31% | |
| requirements | 16 | 0.0027 | wikipedia 88% onet tasks 6% | |
| includes | 16 | 0.0027 | onet dimensi 75% wikipedia 25% |
Provenance Window — Full Source Record · 29-1051.00 · Pharmacists 7 source blocks · click to expand
[Core] [63% incumbents] Assess the identity, strength, or purity of medications. DWAs: Analyze data to identify trends or relationships among variables. | Analyze chemical compounds or substances. [Core] [63% incumbents] Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions. DWAs: Analyze data to identify trends or relationships among variables. | Analyze health-related data. [Core] [63% incumbents] Maintain records, such as pharmacy files, patient profiles, charge system files, inventories, control records for radioactive nuclei, or registries of poisons, narcotics, or controlled drugs. DWAs: Maintain medical facility records. [Core] [63% incumbents] Collaborate with other health care professionals to plan, monitor, review, or evaluate the quality or effectiveness of drugs or drug regimens, providing advice on drug applications or characteristics. DWAs: Collaborate with healthcare professionals to plan or provide treatment. | Advise medical personnel regarding healthcare issues. [Core] [63% incumbents] Order and purchase pharmaceutical supplies, medical supplies, or drugs, maintaining stock and storing and handling it properly. DWAs: Maintain inventory of medical supplies or equipment. | Order medical supplies or equipment. [Core] [63% incumbents] Contact insurance companies to resolve billing issues. DWAs: Review customer insurance information. | Process medical billing information. [Core] [63% incumbents] Provide specialized services to help patients manage conditions, such as diabetes, asthma, smoking cessation, or high blood pressure. DWAs: Treat chronic diseases or disorders. [Core] [63% incumbents] Refer patients to other health professionals or agencies when appropriate. DWAs: Refer patients to other healthcare practitioners or health resources. [Supplemental] [63% incumbents] Work in hospitals or clinics or for Health Management Organizations (HMOs), dispensing prescriptions, serving as a medical team consultant, or specializing in specific drug therapy areas, such as oncology or nuclear pharmacotherapy. DWAs: Prescribe treatments or therapies. | Prescribe medications. [Supplemental] [63% incumbents] Update or troubleshoot pharmacy information databases. DWAs: Maintain medical facility records. [Supplemental] [63% incumbents] Prepare sterile solutions or infusions for use in surgical procedures, emergency rooms, or patients' homes. DWAs: Prepare medications or medical solutions. [Supplemental] [63% incumbents] Offer health promotion or prevention activities, such as training people to use blood pressure devices or diabetes monitors. DWAs: Instruct patients in the use of assistive equipment. [Supplemental] [63% incumbents] Publish educational information for other pharmacists, doctors, or patients. DWAs: Present medical research reports. [Core] [62% incumbents] Review prescriptions to assure accuracy, to ascertain the needed ingredients, and to evaluate their suitability. DWAs: Verify accuracy of patient information. [Core] [62% incumbents] Provide information and advice regarding drug interactions, side effects, dosage, and proper medication storage. DWAs: Communicate detailed medical information to patients or family members. | Advise patients on effects of health conditions or treatments. [Core] [62% incumbents] Plan, implement, or maintain procedures for mixing, packaging, or labeling pharmaceuticals, according to policy and legal requirements, to ensure quality, security, and proper disposal. DWAs: Determine protocols for medical procedures. [Core] [62% incumbents] Compound and dispense medications as prescribed by doctors and dentists, by calculating, weighing, measuring, and mixing ingredients, or oversee these activities. DWAs: Prepare medications or medical solutions. [Core] [62% incumbents] Advise customers on the selection of medication brands, medical equipment, or healthcare supplies. DWAs: Recommend types of assistive devices. [Core] [62% incumbents] Teach pharmacy students serving as interns in preparation for their graduation or licensure. DWAs: Train medical providers. [Supplemental] [62% incumbents] Manage pharmacy operations, hiring or supervising staff, performing administrative duties, or buying or selling non-pharmaceutical merchandise. DWAs: Merchandise healthcare products or services. | Manage healthcare operations.
--- SKILLS --- Reading Comprehension (imp:4.00 lvl:4.75) — Understanding written sentences and paragraphs in work-related documents. Active Listening (imp:4.00 lvl:4.38) — Giving full attention to what other people are saying, taking time to understand Speaking (imp:4.00 lvl:4.25) — Talking to others to convey information effectively. Writing (imp:3.88 lvl:4.00) — Communicating effectively in writing as appropriate for the needs of the audienc Critical Thinking (imp:3.88 lvl:4.38) — Using logic and reasoning to identify the strengths and weaknesses of alternativ Monitoring (imp:3.88 lvl:4.50) — Monitoring/Assessing performance of yourself, other individuals, or organization Active Learning (imp:3.62 lvl:4.12) — Understanding the implications of new information for both current and future pr Science (imp:3.38 lvl:3.75) — Using scientific rules and methods to solve problems. Mathematics (imp:3.25 lvl:3.25) — Using mathematics to solve problems. Learning Strategies (imp:3.12 lvl:3.38) — Selecting and using training/instructional methods and procedures appropriate fo --- KNOWLEDGE --- Medicine and Dentistry (imp:4.64 lvl:4.44) — Knowledge of the information and techniques needed to diagnose and treat human i Mathematics (imp:4.49 lvl:4.41) — Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their appl Customer and Personal Service (imp:4.16 lvl:5.05) — Knowledge of principles and processes for providing customer and personal servic English Language (imp:4.16 lvl:3.61) — Knowledge of the structure and content of the English language including the mea Chemistry (imp:4.11 lvl:4.70) — Knowledge of the chemical composition, structure, and properties of substances a Biology (imp:3.95 lvl:4.29) — Knowledge of plant and animal organisms, their tissues, cells, functions, interd Psychology (imp:3.71 lvl:4.53) — Knowledge of human behavior and performance; individual differences in ability, Computers and Electronics (imp:3.37 lvl:3.69) — Knowledge of circuit boards, processors, chips, electronic equipment, and comput Education and Training (imp:3.34 lvl:3.23) — Knowledge of principles and methods for curriculum and training design, teaching Administrative (imp:3.30 lvl:3.32) — Knowledge of administrative and office procedures and systems such as word proce Therapy and Counseling (imp:2.90 lvl:2.27) — Knowledge of principles, methods, and procedures for diagnosis, treatment, and r Telecommunications (imp:2.74 lvl:1.13) — Knowledge of transmission, broadcasting, switching, control, and operation of te Communications and Media (imp:2.74 lvl:2.21) — Knowledge of media production, communication, and dissemination techniques and m Production and Processing (imp:2.64 lvl:2.52) — Knowledge of raw materials, production processes, quality control, costs, and ot Administration and Management (imp:2.58 lvl:2.87) — Knowledge of business and management principles involved in strategic planning, Law and Government (imp:2.58 lvl:2.32) — Knowledge of laws, legal codes, court procedures, precedents, government regulat Personnel and Human Resources (imp:2.57 lvl:2.65) — Knowledge of principles and procedures for personnel recruitment, selection, tra Sociology and Anthropology (imp:2.40 lvl:1.78) — Knowledge of group behavior and dynamics, societal trends and influences, human Sales and Marketing (imp:2.08 lvl:2.04) — Knowledge of principles and methods for showing, promoting, and selling products Public Safety and Security (imp:2.08 lvl:1.36) — Knowledge of relevant equipment, policies, procedures, and strategies to promote Physics (imp:1.83 lvl:1.04) — Knowledge and prediction of physical principles, laws, their interrelationships, Engineering and Technology (imp:1.80 lvl:1.33) — Knowledge of the practical application of engineering science and technology. Th Economics and Accounting (imp:1.66 lvl:1.02) — Knowledge of economic and accounting principles and practices, the financial mar Foreign Language (imp:1.57 lvl:0.81) — Knowledge of the structure and content of a foreign (non-English) language inclu Philosophy and Theology (imp:1.54 lvl:1.17) — Knowledge of different philosophical systems and religions. This includes their Geography (imp:1.45 lvl:0.80) — Knowledge of principles and methods for describing the features of land, sea, an Transportation (imp:1.44 lvl:0.68) — Knowledge of principles and methods for moving people or goods by air, rail, sea Design (imp:1.35 lvl:0.83) — Knowledge of design techniques, tools, and principles involved in production of Mechanical (imp:1.28 lvl:0.41) — Knowledge of machines and tools, including their designs, uses, repair, and main Food Production (imp:1.15) — Knowledge of techniques and equipment for planting, growing, and harvesting food History and Archeology (imp:1.13) — Knowledge of historical events and their causes, indicators, and effects on civi Building and Construction (imp:1.09) — Knowledge of materials, methods, and the tools involved in the construction or r Fine Arts (imp:1.06) — Knowledge of the theory and techniques required to compose, produce, and perform --- ABILITIES --- Oral Expression (imp:4.25 lvl:4.88) — The ability to communicate information and ideas in speaking so others will unde Oral Comprehension (imp:4.12 lvl:5.00) — The ability to listen to and understand information and ideas presented through Written Comprehension (imp:4.12 lvl:4.88) — The ability to read and understand information and ideas presented in writing. Problem Sensitivity (imp:4.00 lvl:4.62) — The ability to tell when something is wrong or is likely to go wrong. It does no Near Vision (imp:4.00 lvl:4.50) — The ability to see details at close range (within a few feet of the observer). Written Expression (imp:3.88 lvl:4.12) — The ability to communicate information and ideas in writing so others will under Deductive Reasoning (imp:3.88 lvl:4.25) — The ability to apply general rules to specific problems to produce answers that Inductive Reasoning (imp:3.88 lvl:4.12) — The ability to combine pieces of information to form general rules or conclusion Category Flexibility (imp:3.88 lvl:4.25) — 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 Speech Recognition (imp:3.75 lvl:3.88) — The ability to identify and understand the speech of another person. Speech Clarity (imp:3.75 lvl:3.75) — The ability to speak clearly so others can understand you. Mathematical Reasoning (imp:3.25 lvl:3.38) — The ability to choose the right mathematical methods or formulas to solve a prob Number Facility (imp:3.25 lvl:3.62) — The ability to add, subtract, multiply, or divide quickly and correctly. Fluency of Ideas (imp:3.12 lvl:3.12) — The ability to come up with a number of ideas about a topic (the number of ideas Perceptual Speed (imp:3.12 lvl:3.12) — The ability to quickly and accurately compare similarities and differences among Selective Attention (imp:3.12 lvl:3.00) — The ability to concentrate on a task over a period of time without being distrac Finger Dexterity (imp:3.12 lvl:3.00) — The ability to make precisely coordinated movements of the fingers of one or bot Memorization (imp:3.00 lvl:3.12) — The ability to remember information such as words, numbers, pictures, and proced Time Sharing (imp:3.00 lvl:3.00) — The ability to shift back and forth between two or more activities or sources of Manual Dexterity (imp:3.00 lvl:2.75) — The ability to quickly move your hand, your hand together with your arm, or your Far Vision (imp:3.00 lvl:2.88) — The ability to see details at a distance. Visual Color Discrimination (imp:3.00 lvl:2.88) — The ability to match or detect differences between colors, including shades of c Speed of Closure (imp:2.88 lvl:3.00) — The ability to quickly make sense of, combine, and organize information into mea Flexibility of Closure (imp:2.88 lvl:3.12) — The ability to identify or detect a known pattern (a figure, object, word, or so Arm-Hand Steadiness (imp:2.88 lvl:2.88) — The ability to keep your hand and arm steady while moving your arm or while hold Originality (imp:2.62 lvl:3.00) — The ability to come up with unusual or clever ideas about a given topic or situa Visualization (imp:2.25 lvl:2.50) — The ability to imagine how something will look after it is moved around or when Trunk Strength (imp:2.25 lvl:2.12) — The ability to use your abdominal and lower back muscles to support part of the Auditory Attention (imp:2.25 lvl:1.75) — The ability to focus on a single source of sound in the presence of other distra Control Precision (imp:2.12 lvl:2.00) — The ability to quickly and repeatedly adjust the controls of a machine or a vehi Multilimb Coordination (imp:2.12 lvl:2.00) — The ability to coordinate two or more limbs (for example, two arms, two legs, or Extent Flexibility (imp:2.12 lvl:1.75) — The ability to bend, stretch, twist, or reach with your body, arms, and/or legs. Static Strength (imp:2.00 lvl:1.38) — The ability to exert maximum muscle force to lift, push, pull, or carry objects. Stamina (imp:1.88 lvl:1.12) — The ability to exert yourself physically over long periods of time without getti Gross Body Coordination (imp:1.88 lvl:0.88) — The ability to coordinate the movement of your arms, legs, and torso together wh Depth Perception (imp:1.88 lvl:1.00) — The ability to judge which of several objects is closer or farther away from you Wrist-Finger Speed (imp:1.75 lvl:0.88) — The ability to make fast, simple, repeated movements of the fingers, hands, and Hearing Sensitivity (imp:1.62 lvl:1.12) — The ability to detect or tell the differences between sounds that vary in pitch Dynamic Strength (imp:1.38 lvl:0.50) — The ability to exert muscle force repeatedly or continuously over time. This inv Rate Control (imp:1.25 lvl:0.25) — The ability to time your movements or the movement of a piece of equipment in an Reaction Time (imp:1.25 lvl:0.25) — The ability to quickly respond (with the hand, finger, or foot) to a signal (sou Speed of Limb Movement (imp:1.25 lvl:0.25) — The ability to quickly move the arms and legs. Gross Body Equilibrium (imp:1.25 lvl:0.25) — The ability to keep or regain your body balance or stay upright when in an unsta Response Orientation (imp:1.12 lvl:0.12) — The ability to choose quickly between two or more movements in response to two o Explosive Strength (imp:1.12 lvl:0.12) — The ability to use short bursts of muscle force to propel oneself (as in jumping Dynamic Flexibility (imp:1.12 lvl:0.12) — The ability to quickly and repeatedly bend, stretch, twist, or reach out with yo Spatial Orientation (imp:1.00) — The ability to know your location in relation to the environment or to know wher 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 --- Documenting/Recording Information (imp:4.38 lvl:3.62) — Entering, transcribing, recording, storing, or maintaining information in writte Updating and Using Relevant Knowledge (imp:4.34 lvl:5.56) — Keeping up-to-date technically and applying new knowledge to your job. Evaluating Information to Determine Compliance with Standards (imp:4.32 lvl:4.19) — Using relevant information and individual judgment to determine whether events o Making Decisions and Solving Problems (imp:4.28 lvl:4.56) — Analyzing information and evaluating results to choose the best solution and sol Getting Information (imp:4.24 lvl:3.39) — Observing, receiving, and otherwise obtaining information from all relevant sour Working with Computers (imp:4.16 lvl:2.85) — Using computers and computer systems (including hardware and software) to progra Processing Information (imp:4.15 lvl:4.69) — Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying Monitoring Processes, Materials, or Surroundings (imp:4.07 lvl:4.90) — Monitoring and reviewing information from materials, events, or the environment, Interpreting the Meaning of Information for Others (imp:3.88 lvl:3.01) — Translating or explaining what information means and how it can be used. Communicating with Supervisors, Peers, or Subordinates (imp:3.85 lvl:3.79) — Providing information to supervisors, co-workers, and subordinates by telephone, Organizing, Planning, and Prioritizing Work (imp:3.84 lvl:4.52) — Developing specific goals and plans to prioritize, organize, and accomplish your Identifying Objects, Actions, and Events (imp:3.81 lvl:4.68) — Identifying information by categorizing, estimating, recognizing differences or Assisting and Caring for Others (imp:3.77 lvl:4.10) — Providing personal assistance, medical attention, emotional support, or other pe Establishing and Maintaining Interpersonal Relationships (imp:3.67 lvl:4.71) — Developing constructive and cooperative working relationships with others, and m Coordinating the Work and Activities of Others (imp:3.51 lvl:3.71) — Getting members of a group to work together to accomplish tasks. Performing for or Working Directly with the Public (imp:3.37 lvl:3.45) — Performing for people or dealing directly with the public. This includes serving Analyzing Data or Information (imp:3.34 lvl:3.64) — Identifying the underlying principles, reasons, or facts of information by break Guiding, Directing, and Motivating Subordinates (imp:3.33 lvl:3.22) — Providing guidance and direction to subordinates, including setting performance Estimating the Quantifiable Characteristics of Products, Events, or Information (imp:3.25 lvl:2.62) — Estimating sizes, distances, and quantities; or determining time, costs, resourc Training and Teaching Others (imp:3.18 lvl:3.37) — Identifying the educational needs of others, developing formal educational or tr Monitoring and Controlling Resources (imp:3.15 lvl:4.01) — Monitoring and controlling resources and overseeing the spending of money. Resolving Conflicts and Negotiating with Others (imp:3.14 lvl:3.73) — Handling complaints, settling disputes, and resolving grievances and conflicts, Controlling Machines and Processes (imp:3.13 lvl:2.73) — Using either control mechanisms or direct physical activity to operate machines Communicating with People Outside the Organization (imp:3.07 lvl:2.89) — Communicating with people outside the organization, representing the organizatio Coaching and Developing Others (imp:3.04 lvl:3.72) — Identifying the developmental needs of others and coaching, mentoring, or otherw Providing Consultation and Advice to Others (imp:3.03 lvl:2.77) — Providing guidance and expert advice to management or other groups on technical, Performing Administrative Activities (imp:3.03 lvl:3.17) — Performing day-to-day administrative tasks such as maintaining information files Developing and Building Teams (imp:3.02 lvl:2.35) — Encouraging and building mutual trust, respect, and cooperation among team membe Judging the Qualities of Objects, Services, or People (imp:2.97 lvl:3.28) — Assessing the value, importance, or quality of things or people. Inspecting Equipment, Structures, or Materials (imp:2.95 lvl:2.89) — Inspecting equipment, structures, or materials to identify the cause of errors o Handling and Moving Objects (imp:2.75 lvl:4.03) — Using hands and arms in handling, installing, positioning, and moving materials, Thinking Creatively (imp:2.70 lvl:2.63) — Developing, designing, or creating new applications, ideas, relationships, syste Scheduling Work and Activities (imp:2.65 lvl:2.77) — Scheduling events, programs, and activities, as well as the work of others. Performing General Physical Activities (imp:2.61 lvl:2.01) — Performing general physical activities includes doing activities that require co Developing Objectives and Strategies (imp:2.48 lvl:2.14) — Establishing long-range objectives and specifying the strategies and actions to Selling or Influencing Others (imp:2.24 lvl:1.60) — Convincing others to buy merchandise/goods or to otherwise change their minds or Staffing Organizational Units (imp:2.06 lvl:1.85) — Recruiting, interviewing, selecting, hiring, and promoting employees in an organ Repairing and Maintaining Electronic Equipment (imp:1.88 lvl:1.16) — Servicing, repairing, calibrating, regulating, fine-tuning, or testing machines, Repairing and Maintaining Mechanical Equipment (imp:1.57 lvl:0.81) — Servicing, repairing, adjusting, and testing machines, devices, moving parts, an Operating Vehicles, Mechanized Devices, or Equipment (imp:1.50) — Running, maneuvering, navigating, or driving vehicles or mechanized equipment, s Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment (imp:1.21) — Providing documentation, detailed instructions, drawings, or specifications to t --- WORK STYLES --- Dependability (imp:10.00) — A tendency to be reliable, responsible, and consistent in meeting work-related o Attention to Detail (imp:9.00) — A tendency to be detail-oriented, organized, and thorough in completing work. Integrity (imp:8.00) — A tendency to be honest and ethical at work. Cautiousness (imp:7.00) — A tendency to be careful, deliberate, and risk-avoidant when making work-related Intellectual Curiosity (imp:6.00) — A tendency to seek out and acquire new work-related knowledge and obtain a deep Cooperation (imp:5.00) — A tendency to be pleasant, helpful, and willing to assist others at work. Achievement Orientation (imp:4.00) — A tendency to establish and maintain personally challenging work-related goals, Attention to Detail (imp:3.00) — A tendency to be detail-oriented, organized, and thorough in completing work. Self-Control (imp:3.00) — A tendency to remain calm and composed and to manage emotions effectively in res Dependability (imp:2.93) — A tendency to be reliable, responsible, and consistent in meeting work-related o Integrity (imp:2.93) — A tendency to be honest and ethical at work. Cautiousness (imp:2.86) — A tendency to be careful, deliberate, and risk-avoidant when making work-related Cooperation (imp:2.30) — A tendency to be pleasant, helpful, and willing to assist others at work. Intellectual Curiosity (imp:2.20) — A tendency to seek out and acquire new work-related knowledge and obtain a deep Self-Control (imp:2.14) — A tendency to remain calm and composed and to manage emotions effectively in res Empathy (imp:2.10) — A tendency to show concern for others and be sensitive to others' needs and feel Stress Tolerance (imp:2.06) — A tendency to cope and function effectively in stressful situations at work. Achievement Orientation (imp:2.04) — A tendency to establish and maintain personally challenging work-related goals, Stress Tolerance (imp:2.00) — A tendency to cope and function effectively in stressful situations at work. Sincerity (imp:1.94) — A tendency to be genuine and sincere in interactions with others at work, withou Perseverance (imp:1.77) — A tendency to exhibit determination and resolve to perform or complete tasks in Self-Confidence (imp:1.63) — A tendency to believe in one's work-related capabilities and ability to control Social Orientation (imp:1.58) — A tendency to seek out, enjoy, and be energized by social interaction at work. Initiative (imp:1.38) — A tendency to be proactive and take on extra responsibilities and tasks that may Adaptability (imp:1.35) — A tendency to be open to and comfortable with change, new experiences, or ideas Humility (imp:1.15) — A tendency to be modest and humble when interacting with others at work. Leadership Orientation (imp:1.08) — A tendency to lead, take charge, offer opinions, and provide direction at work. Empathy (imp:1.00) — A tendency to show concern for others and be sensitive to others' needs and feel Optimism (imp:0.98) — A tendency to exhibit a positive attitude and positive emotions at work, even un Innovation (imp:0.97) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on Tolerance for Ambiguity (imp:0.33) — A tendency to be comfortable with ambiguity and uncertainty at work. Innovation () — A tendency to be inventive, to be imaginative, and to adopt new perspectives on 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. Sincerity () — A tendency to be genuine and sincere in interactions with others at work, withou Optimism () — A tendency to exhibit a positive attitude and positive emotions at work, even un Social Orientation () — A tendency to seek out, enjoy, and be energized by social interaction at work. --- TRANSFERABLE SKILLS --- Judgment and Decision Making (imp:3.75 lvl:3.88) — Considering the relative costs and benefits of potential actions to choose the m Social Perceptiveness (imp:3.62 lvl:4.00) — Being aware of others' reactions and understanding why they react as they do. Service Orientation (imp:3.62 lvl:3.75) — Actively looking for ways to help people. Complex Problem Solving (imp:3.62 lvl:3.50) — Identifying complex problems and reviewing related information to develop and ev Time Management (imp:3.62 lvl:3.62) — Managing one's own time and the time of others. Coordination (imp:3.38 lvl:3.75) — Adjusting actions in relation to others' actions. Instructing (imp:3.38 lvl:3.75) — Teaching others how to do something. Management of Personnel Resources (imp:3.38 lvl:3.38) — Motivating, developing, and directing people as they work, identifying the best Systems Analysis (imp:3.00 lvl:3.00) — Determining how a system should work and how changes in conditions, operations, Systems Evaluation (imp:3.00 lvl:3.25) — Identifying measures or indicators of system performance and the actions needed Persuasion (imp:2.88 lvl:3.12) — Persuading others to change their minds or behavior. Negotiation (imp:2.88 lvl:2.88) — Bringing others together and trying to reconcile differences. Management of Material Resources (imp:2.75 lvl:2.62) — Obtaining and seeing to the appropriate use of equipment, facilities, and materi Operations Analysis (imp:2.62 lvl:2.75) — Analyzing needs and product requirements to create a design. Quality Control Analysis (imp:2.62 lvl:2.50) — Conducting tests and inspections of products, services, or processes to evaluate Management of Financial Resources (imp:2.38 lvl:2.25) — Determining how money will be spent to get the work done, and accounting for the Operations Monitoring (imp:2.25 lvl:2.00) — Watching gauges, dials, or other indicators to make sure a machine is working pr Troubleshooting (imp:1.75 lvl:0.88) — Determining causes of operating errors and deciding what to do about it. Technology Design (imp:1.62 lvl:1.00) — Generating or adapting equipment and technology to serve user needs. Programming (imp:1.50 lvl:0.62) — Writing computer programs for various purposes. Operation and Control (imp:1.50 lvl:0.62) — Controlling operations of equipment or systems. Equipment Selection (imp:1.25 lvl:0.38) — 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 Repairing (imp:1.00) — Repairing machines or systems using the needed tools.
--- NATIONAL WAGES --- total_employment : 321,970 annual_median : $140,910 annual_pct10 : $99,290 annual_pct25 : $129,380 annual_pct75 : $161,840 annual_pct90 : $174,230 annual_mean : $140,920 hourly_median : $67.75 --- GEOGRAPHIC DISPERSION --- highest_state : Alaska ($167,310) lowest_state : Puerto Rico ($111,270) dispersion_ratio : 1.504x --- TOP STATES BY WAGE (54 total) --- Retail Trade emp: 163,000 median: $ 134,940 Health Care and Social Assistance emp: 121,660 median: $ 156,600 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 9,550 median: $ 153,650 Finance and Insurance emp: 7,190 median: $ 136,570 Wholesale Trade emp: 6,510 median: $ 137,940 Management of Companies and Enterprises emp: 4,710 median: $ 144,820 Administrative and Support and Waste Management and Remediation Services emp: 3,400 median: $ 128,140 Educational Services emp: 1,940 median: $ 141,770 Professional, Scientific, and Technical Services emp: 1,890 median: $ 134,310 Manufacturing emp: 1,420 median: $ 138,810 --- TOP INDUSTRIES BY EMPLOYMENT (12 total) --- Retail Trade emp: 163,000 median: $ 134,940 Health Care and Social Assistance emp: 121,660 median: $ 156,600 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 9,550 median: $ 153,650 Finance and Insurance emp: 7,190 median: $ 136,570 Wholesale Trade emp: 6,510 median: $ 137,940 Management of Companies and Enterprises emp: 4,710 median: $ 144,820 Administrative and Support and Waste Management and Remediation Services emp: 3,400 median: $ 128,140 Educational Services emp: 1,940 median: $ 141,770 Professional, Scientific, and Technical Services emp: 1,890 median: $ 134,310 Manufacturing emp: 1,420 median: $ 138,810
exact_match_status : found matched_title : Pharmacist match_score : 0.9524 wikidata_qid : Q105186 word_count : 5,799 wikipedia_url : https://en.wikipedia.org/wiki/Pharmacist license : CC BY-SA 4.0 fetched_at : 2026-06-02T21:31:31.031576Z --- WIKIPEDIA FULL TEXT --- A pharmacist, also known as a chemist in Commonwealth English (excluding Canada), is a healthcare professional who is knowledgeable about preparation, mechanism of action, clinical usage and legislation of medications in order to dispense them safely to the public and to provide consultancy services. A pharmacist also often serves as a primary care provider in the community and offers services, such as health screenings and immunizations. Pharmacists undergo university or graduate-level education to understand the biochemical mechanisms and actions of drugs, drug uses, therapeutic roles, side effects, potential drug interactions, and monitoring parameters. In developing countries, a diploma course from approved colleges qualifies one for pharmacist role. This is mated to anatomy, physiology, and pathophysiology. Pharmacists interpret and communicate this specialized knowledge to patients, physicians, and other health care providers. Among other licensing requirements, different countries require pharmacists to hold either a Bachelor of Pharmacy, Master of Pharmacy, or a Doctor of Pharmacy degree. The most common pharmacist positions are that of a community pharmacist (also referred to as a retail pharmacist, first-line pharmacist or dispensing chemist), or a hospital pharmacist, where they instruct and counsel on the proper use and adverse effects of medically prescribed drugs and medicines. In most countries, the profession is subject to professional regulation. Depending on the legal scope of practice, pharmacists may contribute to prescribing (also referred to as "pharmacist prescribers") and administering certain medications (e.g., immunizations) in some jurisdictions. Pharmacists may also practice in a variety of other settings, including industry, wholesaling, research, academia, formulary management, military, and government. == Nature of work == Historically, the fundamental role of pharmacists as a healthcare practitioner was to check and distribute drugs to doctors for medication that had been prescribed to patients. In more modern times, pharmacists advise patients and health care providers on the selection, dosages, interactions, and side effects of medications, and act as a learned intermediary between a prescriber and a patient. Pharmacists monitor the health and progress of patients to ensure the safe and effective use of medication. Pharmacists may practice compounding; however, many medicines are now produced by pharmaceutical companies in a standard dosage and drug delivery form. In some jurisdictions, pharmacists have prescriptive authority to either independently prescribe under their own authority or in collaboration with a primary care physician through an agreed upon protocol called a collaborative practice agreement. Increased numbers of drug therapies, aging but more knowledgeable and demanding populations, and deficiencies in other areas of the health care system seem to be driving increased demand for the clinical counseling skills of the pharmacist. One of the most important roles that pharmacists are currently taking on is one of pharmaceutical care. Pharmaceutical care involves taking direct responsibility for patients and their disease states, medications, and management of each to improve outcomes. Pharmaceutical care has many benefits that may include but are not limited to: decreased medication errors; increased patient compliance in medication regimen; better chronic disease state management, including hypertension and other cardiovascular disease risk factors; strong pharmacist–patient relationship; and decreased long-term costs of medical care. Pharmacists are often the first point-of-contact for patients with health inquiries. Thus pharmacists have a significant role in assessing medication management in patients, and in referring patients to physicians. These roles may include, but are not limited to: clinical medication management, including reviewing and monitoring of medication regimens assessment of patients with undiagnosed or diagnosed conditions, and ascertaining clinical medication management needs specialized monitoring of disease states, such as dosing drugs in kidney and liver failure compounding medicines providing pharmaceutical information providing patients with health monitoring and advice, including advice and treatment of common ailments and disease states supervising pharmacy technicians and other staff oversight of dispensing medicines on prescription provision of and counseling about non-prescription or over-the-counter drugs education and counseling for patients and other health care providers on optimal use of medicines (e.g., proper use, avoidance of overmedication) referrals to other health professionals if necessary pharmacokinetic evaluation promoting public health by administering immunizations constructing drug formularies designing clinical trials for drug development working with federal, state, or local regulatory agencies to develop safe drug policies ensuring correctness of all medication labels including auxiliary labels member of inter-professional care team for critical care patients symptom assessment leading to medication provision and lifestyle advice for community-based health concerns (e.g. head colds, or smoking cessation) staged dosing supply (e.g. opioid substitution therapy) == Education and credentialing == The role of pharmacy education, pharmacist licensing, and continuing education vary from country to country and between regions/localities within countries. In most countries, pharmacists must obtain a university degree at a pharmacy school or related institution, and/or satisfy other national/local credentialing requirements. In many contexts, students must first complete pre-professional (undergraduate) coursework, followed by about four years of professional academic studies to obtain a degree in pharmacy (such as Doctorate of Pharmacy). In the European Union, pharmacists are required to hold a Master of Pharmacy, which allows them to practice in any other E.U. country, pending professional examinations and language tests in the country in which they want to practice. Pharmacists are educated in pharmacology, pharmacognosy, chemistry, organic chemistry, biochemistry, pharmaceutical chemistry, microbiology, pharmacy practice (including drug interactions, medicine monitoring, medication management), pharmaceutics, pharmacy law, pathophysiology , physiology, anatomy, drug delivery, pharmaceutical care, nephrology, hepatology, and compounding of medications. Additional curriculum may cover diagnosis with emphasis on laboratory tests, disease state management, therapeutics and prescribing (selecting the most appropriate medication for a given patient). Upon graduation, pharmacists are licensed, either nationally or regionally, to dispense medication of various types in the areas they have trained for. Some may undergo further specialized training, such as in cardiology or oncology or long-term care. Specialties include: == Training and practice by country == === Armenia === The Ministry of Education and Ministry of Health oversee pharmacy school accreditation in Armenia. Pharmacists are expected to have competency in the WHO Model List of Essential Medicines (EML), the use of Standard Treatment Guidelines, drug information, clinical pharmacy, and medicine supply management. There are currently no laws requiring pharmacists to be registered, but all pharmacies must have a license to conduct business. According to a World Health Organization (WHO) report from 2010, there are 0.53 licensed pharmacists and 7.82 licensed pharmacies per 10,000 people in Armenia. Pharmacists are able to substitute for generic equivalents at point of dispensing. === Australia === The Australian Pharmacy Council is the independent accreditation agency for Australian pharmacists. The accreditation standards for Australian pharmacy degrees include compulsory clinical placement --- SEMANTIC NEIGHBORS (5) --- Title: American Society of Health-System Pharmacists (similarity: 0.3929) URL: https://en.wikipedia.org/wiki/American_Society_of_Health-System_Pharmacists QID: Q4745081 Extract: American Society of Health-System Pharmacists (ASHP) is a professional organization that represents pharmacists who serve as patient care providers in hospitals, health systems, ambulatory clinics, and other healthcare settings. The organization's nearly 60,000 members include pharmacists, student p Title: Ted Leo and the Pharmacists (similarity: 0.5789) URL: https://en.wikipedia.org/wiki/Ted_Leo_and_the_Pharmacists QID: Q1754107 Extract: Ted Leo and the Pharmacists are an American rock band formed in 1999 in Washington, D.C. They have released six full-length studio albums and have toured internationally. Though the group's lineup has fluctuated throughout their career, singer/guitarist Ted Leo has remained the band's main songwrite Title: American Pharmacists Association (similarity: 0.5116) URL: https://en.wikipedia.org/wiki/American_Pharmacists_Association QID: Q4744674 Extract: The American Pharmacists Association, founded in 1852, is the first-established professional society of pharmacists in the United States. The association consists of more than 62,000 practicing pharmacists, pharmaceutical scientists, student pharmacists, pharmacy technicians, and others interested i Title: Clinical pharmacy (similarity: 0.5000) URL: https://en.wikipedia.org/wiki/Clinical_pharmacy QID: Q155491 Extract: Clinical pharmacy is the branch of pharmacy in which clinical pharmacists provide direct patient care that optimizes the use of medication and promotes health, wellness, and disease prevention. Clinical pharmacists care for patients in all health care settings, but the clinical pharmacy movement ini Title: Amy Page (similarity: 0.2105) URL: https://en.wikipedia.org/wiki/Amy_Page QID: Q58435597 Extract: Amy Page is an Australian academic and clinical pharmacist who was Australian Pharmacist of the Year in 2024. Page is the director of the Centre of Optimisation of Medicines at The University of Western Australia established in 2024.
model_pass1 : claude-sonnet-4-20250514
model_pass2 : claude-haiku-4-5-20251001
inference_confidence : high
confidence_notes : Confidence is high due to comprehensive O*NET data, exact Wikipedia match, clear professional licensing requirements, and well-established career pathways in healthcare settings.
inferred_at : 2026-06-03T18:40:43.473695+00:00
tokens_input : 4,621
tokens_output : 4,048
cost_usd : $0.044366
wikipedia_used : True
wikipedia_title : Pharmacist
wikipedia_note : Wikipedia confirms pharmacists are healthcare professionals knowledgeable about medication preparation, mechanisms, and legislation who dispense drugs safely and provide consultancy services. The definition aligns with O*NET data emphasizing medication expertise and patient counseling responsibilities.
--- PROSE FIELDS ---
ROLE SUMMARY:
Pharmacists are licensed healthcare professionals who dispense prescription medications, counsel patients on drug therapy, and ensure medication safety and efficacy. They serve as medication experts who collaborate with physicians and other healthcare providers to optimize patient outcomes through proper drug selection, dosing, and monitoring. Pharmacists work in retail pharmacies, hospitals, clinics, and other healthcare settings, requiring extensive knowledge of drug interactions, side effects, and therapeutic applications.
DAY IN THE LIFE:
Pharmacists begin their day by reviewing prescription orders, verifying patient information, and checking for potential drug interactions or contraindications. They spend significant time dispensing medications, counseling patients on proper usage and side effects, and maintaining detailed medication records. Throughout the day, they collaborate with physicians and healthcare teams to resolve medication-related issues, analyze prescribing trends for compliance monitoring, and manage pharmaceutical inventory. They also provide specialized services like diabetes or smoking cessation counseling, contact insurance companies for billing resolution, and update pharmacy information systems.
WHO THRIVES:
Individuals who excel as pharmacists possess strong analytical and scientific reasoning abilities, with exceptional attention to detail and unwavering dependability. They demonstrate excellent oral and written communication skills to effectively counsel patients and collaborate with healthcare teams. Successful pharmacists exhibit high integrity and cautiousness when handling medications, combined with intellectual curiosity to stay current with evolving pharmaceutical knowledge. They thrive on complex problem-solving, service-oriented interactions, and the precision required for medication safety and compliance monitoring.
CAREER ENTRY:
Pharmacists must complete a Doctor of Pharmacy (PharmD) degree, which accounts for 78.4% of practitioners according to education distribution data. This typically involves 2-3 years of undergraduate prerequisite coursework followed by a 4-year professional pharmacy program. After graduation, pharmacists must pass state licensing examinations and may pursue residency training (5.1% have post-doctoral training) for specialized practice areas like clinical or hospital pharmacy.
CAREER TRAJECTORY:
Pharmacists can advance into specialized roles such as clinical pharmacists, pharmacy informaticists, or pharmacy coordinators, with opportunities in hospital systems, retail chains, or government agencies. Career progression often leads to pharmacy management positions, district supervision roles, or specialized consulting work. Some pursue additional certifications in areas like diabetes education, immunizations, or medication therapy management to expand their scope of practice and earning potential.
MARKET INTELLIGENCE:
The pharmacy profession employs 321,970 professionals with a median annual salary of $140,910 according to BLS OEWS May 2025 data, ranging from $99,290 to $174,230 across the 10th to 90th percentiles. Geographic variation is moderate, with Alaska offering the highest wages at $167,310 compared to Puerto Rico at $111,270, representing a 1.50x ratio. Employment is concentrated in retail trade (163,000) and healthcare settings (121,660), with additional opportunities in government positions (9,550). The profession benefits from an aging population requiring more medications and expanded clinical pharmacy services in healthcare systems.
AUTOMATION OUTLOOK:
Pharmacists face moderate automation risk in dispensing activities but remain essential for clinical decision-making and patient counseling functions. While automated dispensing systems and robotics may handle routine prescription filling, the high-level cognitive work of evaluating drug interactions, monitoring patient compliance, and providing therapeutic consultations requires human expertise. The profession may evolve toward more clinical and consultative roles as technology handles routine dispensing tasks.
--- REASONED EDGES ---
[skill_overlap] Nurse Practitioners (29-1171.00) — confidence:high
reasoning: Both roles share high-importance skills in active listening (4.0), critical thinking (3.9), and service orientation, with similar healthcare knowledge requirements.
data: Active Listening imp:4.0
data: Critical Thinking imp:3.9
data: Medicine and Dentistry knowledge
[riasec_cluster] Physician Assistants (29-1071.00) — confidence:high
reasoning: Both occupations exhibit strong Investigative (I) and Social (S) RIASEC profiles, indicating similar analytical and helping-oriented work environments.
data: RIASEC I:5.67, S:4.88
data: Healthcare vertical
data: Job Zone 5
[task_similarity] Clinical Nurse Specialists (29-1141.04) — confidence:high
reasoning: Both roles involve collaborating with healthcare professionals to plan and monitor treatment effectiveness and maintaining detailed patient records.
data: Collaborate with healthcare professionals task
data: Maintain medical facility records
data: Primary-Long relationship
[knowledge_overlap] Emergency Medicine Physicians (29-1214.00) — confidence:medium
reasoning: Both require extensive medicine and dentistry knowledge (imp:4.6 for pharmacists) and chemistry knowledge for drug interactions and treatments.
data: Medicine and Dentistry imp:4.6
data: Chemistry imp:4.1
data: Primary-Short relationship
[career_pathway] Family Medicine Physicians (29-1215.00) — confidence:medium
reasoning: Pharmacists often collaborate with family physicians and may transition to clinical pharmacy roles within family medicine practices.
data: Collaborate with healthcare professionals
data: Clinical Pharmacist job title
data: Healthcare settings employment
--- NORMALIZER SIGNALS ---
match_keywords : ['pharmacist', 'pharmacy', 'medication', 'prescription', 'drug', 'pharmaceutical', 'dispense', 'clinical pharmacy']
exclude_keywords : ['technician', 'aide', 'assistant', 'clerk', 'student']
title_patterns : ['pharmacist', 'pharmacy supervisor', 'clinical pharmacist', 'hospital pharmacist', 'pharmacy coordinator']
common_variations: ['PharmD', 'Doctor of Pharmacy', 'clinical pharmacist', 'retail pharmacist', 'hospital pharmacist', 'pharmacy manager', 'pharmaceutical consultant', 'medication therapy management']
total_terms : 40 top_words : ['pharmacy', 'pharmacists', 'pharmacist', 'tendency', 'practice', 'others', 'health', 'pharmaceutical', 'years', 'clinical', 'care', 'patients', 'equipment', 'university', 'drug', 'medical', 'medication', 'management', 'healthcare', 'standards'] source_layers : onet_tasks | onet_dimensions | dwas | wikipedia | inference TERM COUNT FREQ DOMINANT SOURCE SOURCE BREAKDOWN ────────────────────────────────────────────────────────────────────────────────────────── pharmacy 167 0.02859 wikipedia wikipedia:92% inference:5% onet_tasks:2% pharmacists 127 0.02174 wikipedia wikipedia:91% inference:9% onet_tasks:1% pharmacist 59 0.01010 wikipedia wikipedia:100% tendency 42 0.00719 onet_dimensions onet_dimensions:100% practice 41 0.00702 wikipedia wikipedia:95% inference:5% others 40 0.00685 onet_dimensions onet_dimensions:95% wikipedia:5% health 39 0.00668 wikipedia wikipedia:79% onet_tasks:10% dwas:8% pharmaceutical 37 0.00634 wikipedia wikipedia:89% onet_tasks:5% inference:5% years 35 0.00599 wikipedia wikipedia:97% inference:3% clinical 31 0.00531 wikipedia wikipedia:84% inference:16% care 30 0.00514 wikipedia wikipedia:90% onet_dimensions:7% onet_tasks:3% patients 29 0.00496 wikipedia wikipedia:59% onet_tasks:14% dwas:14% equipment 27 0.00462 onet_dimensions onet_dimensions:85% dwas:11% onet_tasks:4% university 27 0.00462 wikipedia wikipedia:100% drug 25 0.00428 wikipedia wikipedia:60% inference:20% onet_tasks:16% medical 25 0.00428 dwas dwas:48% wikipedia:36% onet_tasks:12% medication 24 0.00411 wikipedia wikipedia:58% inference:33% onet_tasks:8% management 21 0.00360 wikipedia wikipedia:52% onet_dimensions:33% inference:10% healthcare 21 0.00360 inference inference:38% wikipedia:33% dwas:24% standards 20 0.00342 wikipedia wikipedia:60% onet_dimensions:40% school 20 0.00342 wikipedia wikipedia:100% program 19 0.00325 wikipedia wikipedia:89% onet_dimensions:5% inference:5% monitoring 17 0.00291 onet_dimensions onet_dimensions:47% wikipedia:29% inference:24% body 17 0.00291 onet_dimensions onet_dimensions:59% wikipedia:41% medicines 17 0.00291 wikipedia wikipedia:100% american 17 0.00291 wikipedia wikipedia:100% medications 16 0.00274 wikipedia wikipedia:44% inference:25% dwas:19% patient 16 0.00274 wikipedia wikipedia:50% inference:31% onet_tasks:12% requirements 16 0.00274 wikipedia wikipedia:88% onet_tasks:6% onet_dimensions:6% includes 16 0.00274 onet_dimensions onet_dimensions:75% wikipedia:25% principles 16 0.00274 onet_dimensions onet_dimensions:100% states 16 0.00274 wikipedia wikipedia:100% drugs 15 0.00257 wikipedia wikipedia:73% onet_tasks:20% inference:7% services 15 0.00257 onet_dimensions onet_dimensions:40% wikipedia:27% inference:20% programs 15 0.00257 wikipedia wikipedia:73% onet_dimensions:27% accreditation 15 0.00257 wikipedia wikipedia:100% interactions 14 0.00240 onet_dimensions onet_dimensions:36% inference:29% wikipedia:21% control 14 0.00240 onet_dimensions onet_dimensions:86% onet_tasks:7% wikipedia:7% students 14 0.00240 wikipedia wikipedia:93% onet_tasks:7% public 14 0.00240 wikipedia wikipedia:71% onet_dimensions:29%