A typical day involves supervising residence hall staff and conducting regular unit meetings to address operational needs. They respond to emergency situations by providing first aid and coordinating medical assistance when necessary. Administrative tasks include answering phones, routing calls, and compiling reports on daily activities and supply usage. They mediate conflicts between residents and collaborate with counselors to develop targeted support programs. Educational program coordination and rule enforcement ensure smooth facility operations while maintaining detailed records of resident activities.
Individuals who excel in this role demonstrate exceptional dependability and integrity, as reflected in the highest importance ratings for these traits. They possess strong social orientation and communication abilities, thriving on establishing meaningful interpersonal relationships with residents and staff. Problem sensitivity and critical thinking skills enable them to identify potential issues early and develop effective solutions. The role attracts people-oriented individuals who find fulfillment in supporting others' personal development and well-being within residential communities.
This role shows low automation risk due to its heavy emphasis on interpersonal relationship building and complex human judgment requirements. Tasks like assisting and caring for others, establishing relationships, and mediating conflicts require emotional intelligence and contextual understanding that current technology cannot replicate. While administrative functions may become more digitized, the core supervisory and support functions remain fundamentally human-centered.
Postings appear within hours of going live on the source ATS. No aggregator lag. Direct from source.
| TERM | COUNT | FREQ | BAR | SOURCE ATTRIBUTION |
|---|---|---|---|---|
| tendency | 42 | 0.0105 | onet dimensi 100% | |
| residents | 41 | 0.0102 | wikipedia 76% onet tasks 17% | |
| others | 40 | 0.0100 | onet dimensi 95% inference 5% | |
| students | 37 | 0.0092 | wikipedia 76% onet tasks 24% | |
| university | 37 | 0.0092 | wikipedia 100% | |
| ras | 28 | 0.0070 | wikipedia 100% | |
| resident | 25 | 0.0062 | wikipedia 88% inference 8% | |
| equipment | 24 | 0.0060 | onet dimensi 96% dwas 4% | |
| activities | 23 | 0.0057 | onet dimensi 39% dwas 17% | |
| community | 22 | 0.0055 | wikipedia 95% inference 5% | |
| problems | 20 | 0.0050 | onet dimensi 45% dwas 20% | |
| college | 20 | 0.0050 | wikipedia 90% inference 10% | |
| needs | 19 | 0.0047 | onet dimensi 42% wikipedia 42% | |
| residence | 18 | 0.0045 | wikipedia 83% onet tasks 11% | |
| programs | 18 | 0.0045 | wikipedia 33% onet tasks 22% | |
| social | 17 | 0.0042 | wikipedia 35% onet dimensi 29% | |
| educational | 16 | 0.0040 | inference 50% onet tasks 12% | |
| principles | 16 | 0.0040 | onet dimensi 100% | |
| residential | 16 | 0.0040 | inference 62% wikipedia 38% | |
| services | 15 | 0.0037 | onet dimensi 40% inference 27% | |
| resources | 15 | 0.0037 | onet dimensi 60% wikipedia 33% | |
| personal | 14 | 0.0035 | onet dimensi 43% wikipedia 43% | |
| management | 14 | 0.0035 | onet dimensi 50% inference 29% | |
| includes | 13 | 0.0032 | onet dimensi 92% wikipedia 8% | |
| administrative | 13 | 0.0032 | inference 38% onet dimensi 31% | |
| building | 13 | 0.0032 | wikipedia 69% onet dimensi 23% | |
| ideas | 13 | 0.0032 | onet dimensi 85% wikipedia 15% | |
| staff | 12 | 0.0030 | wikipedia 33% dwas 25% | |
| student | 12 | 0.0030 | wikipedia 75% onet tasks 17% | |
| providing | 12 | 0.0030 | onet dimensi 58% wikipedia 25% |
Provenance Window — Full Source Record · 39-9041.00 · Residential Advisors 7 source blocks · click to expand
[Core] [85% incumbents] Supervise, train, and evaluate residence hall staff, including resident assistants, participants in work-study programs, and other student workers. DWAs: Evaluate employee performance. | Train service staff. | Supervise service workers. [Core] [85% incumbents] Provide emergency first aid and summon medical assistance when necessary. DWAs: Administer first aid. [Core] [85% incumbents] Mediate interpersonal problems between residents. DWAs: Mediate disputes. [Core] [85% incumbents] Enforce rules and regulations to ensure the smooth and orderly operation of dormitory programs. DWAs: Enforce rules or regulations. [Core] [85% incumbents] Collaborate with counselors to develop counseling programs that address the needs of individual students. DWAs: Develop plans for programs or services. [Core] [85% incumbents] Develop and coordinate educational programs for residents. DWAs: Develop educational or training programs. | Teach daily living skills or behaviors. [Core] [85% incumbents] Confer with medical personnel to better understand the backgrounds and needs of individual residents. DWAs: Collect information about clients. [Core] [85% incumbents] Answer telephones, and route calls or deliver messages. DWAs: Perform administrative or clerical tasks. [Core] [85% incumbents] Hold regular meetings with each assigned unit. DWAs: Meet with coworkers to communicate work orders or plans. [Core] [85% incumbents] Compile information such as residents' daily activities and the quantities of supplies used to prepare required reports. DWAs: Maintain client information or service records. [Core] [85% incumbents] Order supplies for facilities. DWAs: Order materials, supplies, or equipment. [Core] [84% incumbents] Communicate with other staff to resolve problems with individual students. DWAs: Communicate with management or other staff to resolve problems. [Core] [84% incumbents] Observe students to detect and report unusual behavior. DWAs: Monitor patron activities to identify problems or potential problems. [Core] [84% incumbents] Make regular rounds to ensure that residents and areas are safe and secure. DWAs: Monitor environment to ensure safety. [Core] [84% incumbents] Determine the need for facility maintenance and repair, and notify appropriate personnel. DWAs: Inspect facilities. | Communicate with management or other staff to resolve problems. [Core] [84% incumbents] Provide requested information on students' progress and the development of case plans. DWAs: Inform individuals or organizations of status or findings. [Core] [84% incumbents] Chaperone group-sponsored trips and social functions. DWAs: Accompany individuals or groups to activities. [Supplemental] [84% incumbents] Process contract cancellations for students who are unable to follow residence hall policies and procedures. DWAs: Prepare administrative documents. [Supplemental] [84% incumbents] Supervise the activities of housekeeping personnel. DWAs: Supervise service workers. [Supplemental] [84% incumbents] Sort and distribute mail. DWAs: Deliver items. [Core] [83% incumbents] Develop program plans for individuals or assist in plan development. DWAs: Develop educational or training programs. [Core] [83% incumbents] Administer, coordinate, or recommend disciplinary and corrective actions. DWAs: Enforce rules or policies governing student behavior. [Core] [83% incumbents] Counsel students in the handling of issues such as family, financial, and educational problems. DWAs: Provide counsel, comfort, or encouragement to individuals or families. [Supplemental] [83% incumbents] Oversee departmental budget. DWAs: Manage budgets for personal services operations. [Supplemental] [83% incumbents] Supervise students' housekeeping work to ensure that it is done properly. DWAs: Supervise service workers. [Supplemental] [83% incumbents] Accompany and supervise students during meals. DWAs: Accompany individuals or groups to activities. [Supplemental] [83% incumbents] Assign rooms to students. DWAs: Assign resources or facilities to patrons or employees. [Supplemental] [83% incumbents] Provide transportation or escort for expeditions, such as shopping trips or visits to doctors or dentists. DWAs: Provide escort or transportation. [Supplemental] [83% incumbents] Inventory, pack, and remove items left behind by former residents. DWAs: Store items. | Package materials or products. [Supplemental] [82% incumbents] Direct and participate in on- and off-campus recreational activities for residents of institutions, boarding schools, fraternities or sororities, children's homes, or similar establishments. DWAs: Organize recreational activities or events. [EMERGING:New] Advise student organizations.
--- SKILLS --- Active Listening (imp:3.88 lvl:3.88) — Giving full attention to what other people are saying, taking time to understand Speaking (imp:3.75 lvl:3.88) — Talking to others to convey information effectively. Monitoring (imp:3.75 lvl:3.62) — Monitoring/Assessing performance of yourself, other individuals, or organization Critical Thinking (imp:3.62 lvl:4.00) — Using logic and reasoning to identify the strengths and weaknesses of alternativ Reading Comprehension (imp:3.12 lvl:3.38) — Understanding written sentences and paragraphs in work-related documents. Writing (imp:3.00 lvl:3.00) — Communicating effectively in writing as appropriate for the needs of the audienc Active Learning (imp:3.00 lvl:3.00) — Understanding the implications of new information for both current and future pr Learning Strategies (imp:2.75 lvl:2.88) — Selecting and using training/instructional methods and procedures appropriate fo Mathematics (imp:2.00 lvl:2.00) — Using mathematics to solve problems. Science (imp:1.38 lvl:0.38) — Using scientific rules and methods to solve problems. --- KNOWLEDGE --- Customer and Personal Service (imp:4.45 lvl:5.73) — Knowledge of principles and processes for providing customer and personal servic Administration and Management (imp:4.21 lvl:4.27) — Knowledge of business and management principles involved in strategic planning, Public Safety and Security (imp:4.05 lvl:3.51) — Knowledge of relevant equipment, policies, procedures, and strategies to promote Education and Training (imp:3.99 lvl:4.70) — Knowledge of principles and methods for curriculum and training design, teaching English Language (imp:3.92 lvl:3.60) — Knowledge of the structure and content of the English language including the mea Sociology and Anthropology (imp:3.74 lvl:3.06) — Knowledge of group behavior and dynamics, societal trends and influences, human Administrative (imp:3.51 lvl:3.71) — Knowledge of administrative and office procedures and systems such as word proce Personnel and Human Resources (imp:3.48 lvl:3.67) — Knowledge of principles and procedures for personnel recruitment, selection, tra Therapy and Counseling (imp:3.45 lvl:3.54) — Knowledge of principles, methods, and procedures for diagnosis, treatment, and r Psychology (imp:3.17 lvl:4.72) — Knowledge of human behavior and performance; individual differences in ability, Communications and Media (imp:3.10 lvl:3.04) — Knowledge of media production, communication, and dissemination techniques and m Computers and Electronics (imp:3.07 lvl:3.52) — Knowledge of circuit boards, processors, chips, electronic equipment, and comput Law and Government (imp:3.01 lvl:2.25) — Knowledge of laws, legal codes, court procedures, precedents, government regulat Medicine and Dentistry (imp:2.79 lvl:2.71) — Knowledge of the information and techniques needed to diagnose and treat human i Telecommunications (imp:2.79 lvl:1.46) — Knowledge of transmission, broadcasting, switching, control, and operation of te Transportation (imp:2.53 lvl:1.35) — Knowledge of principles and methods for moving people or goods by air, rail, sea Economics and Accounting (imp:2.47 lvl:1.81) — Knowledge of economic and accounting principles and practices, the financial mar Philosophy and Theology (imp:2.38 lvl:3.06) — Knowledge of different philosophical systems and religions. This includes their Food Production (imp:2.28 lvl:1.29) — Knowledge of techniques and equipment for planting, growing, and harvesting food Mathematics (imp:2.25 lvl:2.19) — Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their appl Production and Processing (imp:2.00 lvl:1.74) — Knowledge of raw materials, production processes, quality control, costs, and ot Design (imp:1.97 lvl:1.28) — Knowledge of design techniques, tools, and principles involved in production of Sales and Marketing (imp:1.83 lvl:1.41) — Knowledge of principles and methods for showing, promoting, and selling products Mechanical (imp:1.80 lvl:0.62) — Knowledge of machines and tools, including their designs, uses, repair, and main Engineering and Technology (imp:1.79 lvl:1.31) — Knowledge of the practical application of engineering science and technology. Th Foreign Language (imp:1.75) — Knowledge of the structure and content of a foreign (non-English) language inclu Fine Arts (imp:1.74 lvl:1.38) — Knowledge of the theory and techniques required to compose, produce, and perform Geography (imp:1.66 lvl:1.94) — Knowledge of principles and methods for describing the features of land, sea, an Building and Construction (imp:1.59) — Knowledge of materials, methods, and the tools involved in the construction or r Biology (imp:1.59 lvl:0.54) — Knowledge of plant and animal organisms, their tissues, cells, functions, interd History and Archeology (imp:1.54 lvl:1.19) — Knowledge of historical events and their causes, indicators, and effects on civi Chemistry (imp:1.51 lvl:0.96) — Knowledge of the chemical composition, structure, and properties of substances a Physics (imp:1.50) — Knowledge and prediction of physical principles, laws, their interrelationships, --- ABILITIES --- Oral Comprehension (imp:4.00 lvl:4.00) — The ability to listen to and understand information and ideas presented through Oral Expression (imp:4.00 lvl:4.00) — The ability to communicate information and ideas in speaking so others will unde Problem Sensitivity (imp:4.00 lvl:3.62) — The ability to tell when something is wrong or is likely to go wrong. It does no Speech Clarity (imp:3.75 lvl:3.38) — The ability to speak clearly so others can understand you. Speech Recognition (imp:3.62 lvl:4.00) — The ability to identify and understand the speech of another person. Written Comprehension (imp:3.38 lvl:3.75) — The ability to read and understand information and ideas presented in writing. Deductive Reasoning (imp:3.38 lvl:3.25) — The ability to apply general rules to specific problems to produce answers that Written Expression (imp:3.12 lvl:3.25) — The ability to communicate information and ideas in writing so others will under Inductive Reasoning (imp:3.12 lvl:3.00) — The ability to combine pieces of information to form general rules or conclusion Near Vision (imp:3.12 lvl:3.12) — The ability to see details at close range (within a few feet of the observer). Information Ordering (imp:3.00 lvl:2.88) — The ability to arrange things or actions in a certain order or pattern according Selective Attention (imp:3.00 lvl:2.75) — The ability to concentrate on a task over a period of time without being distrac Far Vision (imp:3.00 lvl:3.00) — The ability to see details at a distance. Fluency of Ideas (imp:2.88 lvl:3.00) — The ability to come up with a number of ideas about a topic (the number of ideas Originality (imp:2.88 lvl:3.00) — The ability to come up with unusual or clever ideas about a given topic or situa Time Sharing (imp:2.88 lvl:2.12) — The ability to shift back and forth between two or more activities or sources of Category Flexibility (imp:2.75 lvl:2.88) — The ability to generate or use different sets of rules for combining or grouping Flexibility of Closure (imp:2.62 lvl:2.38) — The ability to identify or detect a known pattern (a figure, object, word, or so Speed of Closure (imp:2.50 lvl:2.12) — The ability to quickly make sense of, combine, and organize information into mea Perceptual Speed (imp:2.50 lvl:2.00) — The ability to quickly and accurately compare similarities and differences among Visualization (imp:2.50 lvl:2.12) — The ability to imagine how something will look after it is moved around or when Hearing Sensitivity (imp:2.25 lvl:2.12) — The ability to detect or tell the differences between sounds that vary in pitch Visual Color Discrimination (imp:2.12 lvl:2.00) — The ability to match or detect differences between colors, including shades of c Auditory Attention (imp:2.12 lvl:2.12) — The ability to focus on a single source of sound in the presence of other distra Mathematical Reasoning (imp:2.00 lvl:2.00) — The ability to choose the right mathematical methods or formulas to solve a prob Number Facility (imp:2.00 lvl:2.00) — The ability to add, subtract, multiply, or divide quickly and correctly. Memorization (imp:2.00 lvl:2.00) — The ability to remember information such as words, numbers, pictures, and proced Manual Dexterity (imp:2.00 lvl:1.00) — The ability to quickly move your hand, your hand together with your arm, or your Finger Dexterity (imp:2.00 lvl:1.75) — The ability to make precisely coordinated movements of the fingers of one or bot Multilimb Coordination (imp:2.00 lvl:1.38) — The ability to coordinate two or more limbs (for example, two arms, two legs, or Static Strength (imp:2.00 lvl:1.25) — The ability to exert maximum muscle force to lift, push, pull, or carry objects. Trunk Strength (imp:2.00 lvl:2.12) — The ability to use your abdominal and lower back muscles to support part of the Stamina (imp:2.00 lvl:1.25) — The ability to exert yourself physically over long periods of time without getti Arm-Hand Steadiness (imp:1.88 lvl:1.00) — The ability to keep your hand and arm steady while moving your arm or while hold Dynamic Strength (imp:1.88 lvl:1.12) — The ability to exert muscle force repeatedly or continuously over time. This inv Extent Flexibility (imp:1.88 lvl:1.12) — The ability to bend, stretch, twist, or reach with your body, arms, and/or legs. Gross Body Coordination (imp:1.88 lvl:1.12) — The ability to coordinate the movement of your arms, legs, and torso together wh Gross Body Equilibrium (imp:1.88 lvl:1.00) — The ability to keep or regain your body balance or stay upright when in an unsta Depth Perception (imp:1.88 lvl:1.00) — The ability to judge which of several objects is closer or farther away from you Response Orientation (imp:1.75 lvl:0.88) — The ability to choose quickly between two or more movements in response to two o Reaction Time (imp:1.75 lvl:0.88) — The ability to quickly respond (with the hand, finger, or foot) to a signal (sou Spatial Orientation (imp:1.62 lvl:0.62) — The ability to know your location in relation to the environment or to know wher Speed of Limb Movement (imp:1.62 lvl:0.62) — The ability to quickly move the arms and legs. Control Precision (imp:1.38 lvl:0.38) — The ability to quickly and repeatedly adjust the controls of a machine or a vehi Rate Control (imp:1.38 lvl:0.38) — The ability to time your movements or the movement of a piece of equipment in an Night Vision (imp:1.38 lvl:0.50) — The ability to see under low-light conditions. Peripheral Vision (imp:1.38 lvl:0.50) — The ability to see objects or movement of objects to one's side when the eyes ar Glare Sensitivity (imp:1.38 lvl:0.38) — The ability to see objects in the presence of a glare or bright lighting. Sound Localization (imp:1.38 lvl:0.50) — The ability to tell the direction from which a sound originated. Wrist-Finger Speed (imp:1.25 lvl:0.25) — The ability to make fast, simple, repeated movements of the fingers, hands, and Explosive Strength (imp:1.25 lvl:0.50) — The ability to use short bursts of muscle force to propel oneself (as in jumping Dynamic Flexibility (imp:1.00) — The ability to quickly and repeatedly bend, stretch, twist, or reach out with yo --- WORK ACTIVITIES --- Assisting and Caring for Others (imp:4.75 lvl:5.11) — Providing personal assistance, medical attention, emotional support, or other pe Organizing, Planning, and Prioritizing Work (imp:4.43 lvl:4.71) — Developing specific goals and plans to prioritize, organize, and accomplish your Establishing and Maintaining Interpersonal Relationships (imp:4.35 lvl:5.27) — Developing constructive and cooperative working relationships with others, and m Communicating with Supervisors, Peers, or Subordinates (imp:4.18 lvl:4.17) — Providing information to supervisors, co-workers, and subordinates by telephone, Identifying Objects, Actions, and Events (imp:4.12 lvl:4.16) — Identifying information by categorizing, estimating, recognizing differences or Getting Information (imp:4.09 lvl:4.44) — Observing, receiving, and otherwise obtaining information from all relevant sour Monitoring Processes, Materials, or Surroundings (imp:4.02 lvl:4.59) — Monitoring and reviewing information from materials, events, or the environment, Making Decisions and Solving Problems (imp:4.00 lvl:3.99) — Analyzing information and evaluating results to choose the best solution and sol Documenting/Recording Information (imp:3.93 lvl:3.38) — Entering, transcribing, recording, storing, or maintaining information in writte Evaluating Information to Determine Compliance with Standards (imp:3.89 lvl:3.15) — Using relevant information and individual judgment to determine whether events o Coordinating the Work and Activities of Others (imp:3.81 lvl:4.19) — Getting members of a group to work together to accomplish tasks. Performing Administrative Activities (imp:3.75 lvl:3.77) — Performing day-to-day administrative tasks such as maintaining information files Scheduling Work and Activities (imp:3.73 lvl:3.54) — Scheduling events, programs, and activities, as well as the work of others. Processing Information (imp:3.72 lvl:3.33) — Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying Resolving Conflicts and Negotiating with Others (imp:3.70 lvl:4.61) — Handling complaints, settling disputes, and resolving grievances and conflicts, Inspecting Equipment, Structures, or Materials (imp:3.69 lvl:2.62) — Inspecting equipment, structures, or materials to identify the cause of errors o Developing and Building Teams (imp:3.61 lvl:3.34) — Encouraging and building mutual trust, respect, and cooperation among team membe Working with Computers (imp:3.57 lvl:3.33) — Using computers and computer systems (including hardware and software) to progra Coaching and Developing Others (imp:3.53 lvl:3.76) — Identifying the developmental needs of others and coaching, mentoring, or otherw Communicating with People Outside the Organization (imp:3.49 lvl:3.85) — Communicating with people outside the organization, representing the organizatio Performing for or Working Directly with the Public (imp:3.47 lvl:2.98) — Performing for people or dealing directly with the public. This includes serving Developing Objectives and Strategies (imp:3.46 lvl:2.93) — Establishing long-range objectives and specifying the strategies and actions to Training and Teaching Others (imp:3.45 lvl:3.80) — Identifying the educational needs of others, developing formal educational or tr Thinking Creatively (imp:3.31 lvl:3.42) — Developing, designing, or creating new applications, ideas, relationships, syste Updating and Using Relevant Knowledge (imp:3.29 lvl:3.74) — Keeping up-to-date technically and applying new knowledge to your job. Guiding, Directing, and Motivating Subordinates (imp:3.29 lvl:3.88) — Providing guidance and direction to subordinates, including setting performance Judging the Qualities of Objects, Services, or People (imp:3.24 lvl:3.17) — Assessing the value, importance, or quality of things or people. Performing General Physical Activities (imp:3.12 lvl:2.88) — Performing general physical activities includes doing activities that require co Interpreting the Meaning of Information for Others (imp:3.12 lvl:2.60) — Translating or explaining what information means and how it can be used. Analyzing Data or Information (imp:3.11 lvl:3.13) — Identifying the underlying principles, reasons, or facts of information by break Monitoring and Controlling Resources (imp:3.05 lvl:3.55) — Monitoring and controlling resources and overseeing the spending of money. Estimating the Quantifiable Characteristics of Products, Events, or Information (imp:2.99 lvl:2.47) — Estimating sizes, distances, and quantities; or determining time, costs, resourc Providing Consultation and Advice to Others (imp:2.92 lvl:3.34) — Providing guidance and expert advice to management or other groups on technical, Handling and Moving Objects (imp:2.71 lvl:3.47) — Using hands and arms in handling, installing, positioning, and moving materials, Staffing Organizational Units (imp:2.65 lvl:3.07) — Recruiting, interviewing, selecting, hiring, and promoting employees in an organ Selling or Influencing Others (imp:2.56 lvl:2.10) — Convincing others to buy merchandise/goods or to otherwise change their minds or Operating Vehicles, Mechanized Devices, or Equipment (imp:2.23 lvl:2.30) — Running, maneuvering, navigating, or driving vehicles or mechanized equipment, s Controlling Machines and Processes (imp:1.86 lvl:1.49) — Using either control mechanisms or direct physical activity to operate machines Repairing and Maintaining Electronic Equipment (imp:1.84 lvl:1.21) — Servicing, repairing, calibrating, regulating, fine-tuning, or testing machines, Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment (imp:1.70) — Providing documentation, detailed instructions, drawings, or specifications to t Repairing and Maintaining Mechanical Equipment (imp:1.66) — Servicing, repairing, adjusting, and testing machines, devices, moving parts, an --- WORK STYLES --- Dependability (imp:10.00) — A tendency to be reliable, responsible, and consistent in meeting work-related o Integrity (imp:9.00) — A tendency to be honest and ethical at work. Cooperation (imp:8.00) — A tendency to be pleasant, helpful, and willing to assist others at work. Social Orientation (imp:7.00) — A tendency to seek out, enjoy, and be energized by social interaction at work. Self-Control (imp:6.00) — A tendency to remain calm and composed and to manage emotions effectively in res Empathy (imp:5.00) — A tendency to show concern for others and be sensitive to others' needs and feel Adaptability (imp:4.00) — A tendency to be open to and comfortable with change, new experiences, or ideas Leadership Orientation (imp:3.00) — A tendency to lead, take charge, offer opinions, and provide direction at work. Dependability (imp:2.65) — A tendency to be reliable, responsible, and consistent in meeting work-related o Cooperation (imp:2.51) — A tendency to be pleasant, helpful, and willing to assist others at work. Empathy (imp:2.50) — A tendency to show concern for others and be sensitive to others' needs and feel Social Orientation (imp:2.40) — A tendency to seek out, enjoy, and be energized by social interaction at work. Optimism (imp:2.27) — A tendency to exhibit a positive attitude and positive emotions at work, even un Self-Control (imp:2.22) — A tendency to remain calm and composed and to manage emotions effectively in res Integrity (imp:2.21) — A tendency to be honest and ethical at work. Leadership Orientation (imp:2.19) — A tendency to lead, take charge, offer opinions, and provide direction at work. Sincerity (imp:2.10) — A tendency to be genuine and sincere in interactions with others at work, withou Adaptability (imp:2.05) — A tendency to be open to and comfortable with change, new experiences, or ideas Sincerity (imp:2.00) — A tendency to be genuine and sincere in interactions with others at work, withou Stress Tolerance (imp:1.99) — A tendency to cope and function effectively in stressful situations at work. Initiative (imp:1.79) — A tendency to be proactive and take on extra responsibilities and tasks that may Self-Confidence (imp:1.63) — A tendency to believe in one's work-related capabilities and ability to control Perseverance (imp:1.61) — A tendency to exhibit determination and resolve to perform or complete tasks in Attention to Detail (imp:1.55) — A tendency to be detail-oriented, organized, and thorough in completing work. Cautiousness (imp:1.38) — A tendency to be careful, deliberate, and risk-avoidant when making work-related Tolerance for Ambiguity (imp:1.31) — A tendency to be comfortable with ambiguity and uncertainty at work. Humility (imp:1.22) — A tendency to be modest and humble when interacting with others at work. Achievement Orientation (imp:1.12) — A tendency to establish and maintain personally challenging work-related goals, Optimism (imp:1.00) — A tendency to exhibit a positive attitude and positive emotions at work, even un Innovation (imp:0.82) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on Intellectual Curiosity (imp:0.53) — A tendency to seek out and acquire new work-related knowledge and obtain a deep 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, Intellectual Curiosity () — A tendency to seek out and acquire new work-related knowledge and obtain a deep 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 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 Humility () — A tendency to be modest and humble when interacting with others at work. Cautiousness () — A tendency to be careful, deliberate, and risk-avoidant when making work-related Attention to Detail () — A tendency to be detail-oriented, organized, and thorough in completing work. Stress Tolerance () — A tendency to cope and function effectively in stressful situations at work. --- TRANSFERABLE SKILLS --- Social Perceptiveness (imp:4.00 lvl:3.50) — Being aware of others' reactions and understanding why they react as they do. Coordination (imp:3.75 lvl:3.38) — Adjusting actions in relation to others' actions. Negotiation (imp:3.62 lvl:3.00) — Bringing others together and trying to reconcile differences. Service Orientation (imp:3.62 lvl:3.12) — Actively looking for ways to help people. Time Management (imp:3.62 lvl:3.25) — Managing one's own time and the time of others. Persuasion (imp:3.38 lvl:3.00) — Persuading others to change their minds or behavior. Complex Problem Solving (imp:3.12 lvl:3.00) — Identifying complex problems and reviewing related information to develop and ev Judgment and Decision Making (imp:3.12 lvl:3.12) — Considering the relative costs and benefits of potential actions to choose the m Instructing (imp:2.88 lvl:3.00) — Teaching others how to do something. Management of Personnel Resources (imp:2.88 lvl:3.00) — Motivating, developing, and directing people as they work, identifying the best Systems Analysis (imp:2.75 lvl:2.88) — Determining how a system should work and how changes in conditions, operations, Systems Evaluation (imp:2.75 lvl:2.75) — Identifying measures or indicators of system performance and the actions needed Management of Material Resources (imp:2.25 lvl:2.12) — Obtaining and seeing to the appropriate use of equipment, facilities, and materi Management of Financial Resources (imp:2.12 lvl:2.00) — Determining how money will be spent to get the work done, and accounting for the Operations Analysis (imp:2.00 lvl:1.75) — Analyzing needs and product requirements to create a design. Operations Monitoring (imp:2.00 lvl:2.00) — Watching gauges, dials, or other indicators to make sure a machine is working pr Quality Control Analysis (imp:2.00 lvl:1.25) — Conducting tests and inspections of products, services, or processes to evaluate Technology Design (imp:1.88 lvl:0.88) — Generating or adapting equipment and technology to serve user needs. Operation and Control (imp:1.75 lvl:1.00) — Controlling operations of equipment or systems. Troubleshooting (imp:1.75 lvl:0.88) — Determining causes of operating errors and deciding what to do about it. Programming (imp:1.38 lvl:0.50) — Writing computer programs for various purposes. 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 Repairing (imp:1.00) — Repairing machines or systems using the needed tools.
--- NATIONAL WAGES --- total_employment : 84,760 annual_median : $42,240 annual_pct10 : $29,870 annual_pct25 : $35,510 annual_pct75 : $49,920 annual_pct90 : $61,060 annual_mean : $43,990 hourly_median : $20.31 --- GEOGRAPHIC DISPERSION --- highest_state : New Hampshire ($49,010) lowest_state : Alabama ($27,650) dispersion_ratio : 1.773x --- TOP STATES BY WAGE (52 total) --- Health Care and Social Assistance emp: 58,570 median: $ 41,790 Educational Services emp: 16,070 median: $ 41,480 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 4,140 median: $ 46,430 Real Estate and Rental and Leasing emp: 1,850 median: $ 48,820 Other Services (except Public Administration) emp: 1,730 median: $ 40,930 Accommodation and Food Services emp: 1,300 median: $ 45,400 Management of Companies and Enterprises emp: 630 median: $ 60,500 Administrative and Support and Waste Management and Remediation Services emp: 350 median: $ 43,940 Arts, Entertainment, and Recreation emp: 50 median: $ 52,000 Manufacturing emp: 40 median: $ 38,510 --- TOP INDUSTRIES BY EMPLOYMENT (10 total) --- Health Care and Social Assistance emp: 58,570 median: $ 41,790 Educational Services emp: 16,070 median: $ 41,480 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 4,140 median: $ 46,430 Real Estate and Rental and Leasing emp: 1,850 median: $ 48,820 Other Services (except Public Administration) emp: 1,730 median: $ 40,930 Accommodation and Food Services emp: 1,300 median: $ 45,400 Management of Companies and Enterprises emp: 630 median: $ 60,500 Administrative and Support and Waste Management and Remediation Services emp: 350 median: $ 43,940 Arts, Entertainment, and Recreation emp: 50 median: $ 52,000 Manufacturing emp: 40 median: $ 38,510
exact_match_status : found matched_title : Resident assistant match_score : 0.6316 wikidata_qid : Q7315448 word_count : 2,475 wikipedia_url : https://en.wikipedia.org/wiki/Resident_assistant license : CC BY-SA 4.0 fetched_at : 2026-06-02T22:15:52.034723Z --- WIKIPEDIA FULL TEXT --- A resident assistant (RA), also known by a variety of other names, is a trained peer leader who coordinates activities in residence halls in colleges and universities, mental health and substance abuse residential facilities, or similar establishments. An RA has many roles and responsibilities, including building a residential community through programming, acting as a mentor for students, being a familiar first resource for students with academic or institutional questions, and enforcing residence policies. RAs assist residents with problem solving or refer them to counseling resources. Above all, a resident assistant must be an example and uphold professional and personal accountability as outlined by the institution. At post-secondary institutions RAs are often undergraduate or graduate students themselves, and must balance their schedule and priorities with the needs of the students they are supporting. RAs must balance their own personal and academic needs while ensuring they are supporting and fostering community among residents, connecting residents with resources, and providing enriching programming. RAs will often report to a residence hall director, or another professional staff member within the Residence Life unit. A major component of the job is not only creating a community, but also ensuring safety for all, for example, by participating in nightly community walks. Other duties held by RAs outside of community building and programming can include ordering supplies, managing a budget, and determining need for maintenance, repairs, and furnishings. They may maintain household records and assign rooms. == Job benefits == According to the United States Bureau of Labor Statistics, the national mean hourly wage of an RA was $13.87 in 2017, and the national mean average annual wage was $28,850. An RA at a college or university does not typically receive an hourly wage, but is compensated in other ways. Common compensations are price-adjusted or free room, free board, and/or stipends. Listed below are two tables of RA hourly and annual mean wage, broken down by individual industries. Industries with the highest levels of employment in this occupation: Top paying industries for this occupation: === Unionization === Resident Assistants at some institutions have unionized to secure stronger benefits. Examples have included: Columbia University Barnard College Tufts University Swarthmore College Wesleyan University Emerson College Georgetown University Bucknell University Drexel University University of Pennsylvania Fordham University Rensselaer Polytechnic Institute In unionizing progress: Temple University == Job duties and responsibilities == Each institution has its own duties and requirements for an RA. The following are the more common responsibilities of an RA. === Administrative === An RA is often asked to be a liaison between the resident community of which they are a part and the residence hall director of the building. This often requires writing reports, keeping accurate records, completing timely follow-up, and maintaining good communication. RAs are usually required to meet with their building coordinator weekly or bi-weekly to discuss their residents, planned programming, and any other issues or subjects that could affect the ability to perform their administrative responsibilities. The RA may also assist with public relations and housing needs such as submitting facilities concerns for review and collecting information about resident move out. === Community === The residents and the RA compose a community, simply by living together in a similar location. The RA may be required to foster this community by mentoring and encouraging the residents be tolerant and respectful of the other residents and their property. They often facilitate programming to create a sense of community and belonging on the floor or in the building. This programming is meant to bring a greater sense of community, with many institutions having strong community pride within residence halls in the form of mascots and traditions. Further, RAs are often expected to be positive role models within their communities. They are to act as role models of the standards put in place by the institution by demonstrating: academic integrity, respect for diversity and inclusion, and prioritizing community integration or participation. === Interpersonal === These duties deal with directly helping the residents as individuals. This requires the RA to know all the residents and be able to help each resident if they run into any problems with each other as well as with other things that may follow. Some problems could pertain to relationships, classwork, or institutional questions. The RA should have the skills to either assist the resident, or know of a resource that the resident can use to solve their problem. A large portion of an RA's role is not to be the expert in supporting students with all of their needs, but rather to have the knowledge and ability to identify when a resident is in need of support and refer residents to other resources that can support them such as counselling services, academic advising, etc. === Security === These duties involve creating a safe and healthy environment for the residents to reside in. Many institutions require RAs to participate in a 'on duty' rotation where they actively walk through and monitor communities throughout the night. While completing these nightly rounds, enforcing community standards, such as quiet hours and alcohol and drug policy are frequent occurrences. Fines, bonds, and behavioural contracts can be issued at many universities by RAs as a result but at other institutions RAs are only required to address and document concerns and professional staff such as residence hall directors complete the follow-up for community standard infractions. Monitoring floor activity and helping with conflict resolution between residents is another important security related duty of the RA. As more institutions take on a curricular approach and put learning at the forefront of their practice, many RAs are encouraged to have an educational-based conversation with students and focus on restoration and not reprimand them. Finally, while completing their nightly walk throughs RAs are often asked to check on the physical security of residence halls, ensuring doors are locked and there are no facilities concerns that need to be addressed. === Integration === This refers to assisting residents in making a smooth transition into campus life by getting them involved in traditional activities in their institution such as homecoming events, for example. Many RAs are asked to help first-year residence students transition campus and academic life, providing orientation to campus services and being available for questions and support throughout the academic terms. Further, when residents move out of residence halls RAs help support their integration into the broader campus community. === Academic and awareness === This refers to academic development and social awareness. Resident assistants are there to promote the well-being of residents in university housing, and to make sure that residents feel like they have enough resources available to them and know how to use them. RAs may try to teach students about social justice and inclusivity, and take students to places on campus where they can learn more about social justice and groups with differing identities. RAs can show students where to go when they need academic help or advice, and can even offer advice of their own as they are often older students with more experience. === Identity === This refers to the personal development of residents that enables them to gain a level of self-awareness. This can be fostered through student development theory frameworks such as Sanford's theory of challenge and support and Kolb's theory of experiential learning. === Independence --- SEMANTIC NEIGHBORS (5) --- Title: St Hilda's College, Melbourne (similarity: 0.0816) URL: https://en.wikipedia.org/wiki/St_Hilda's_College%2C_Melbourne QID: Q7593380 Extract: St Hilda's College is a college of The University of Melbourne, providing a residential community for students from all parts of regional Victoria, interstate and overseas. It provides accommodation, academic and pastoral support for 240 undergraduate students. In addition to the students, St Hilda' Title: St Ann's College (similarity: 0.3333) URL: https://en.wikipedia.org/wiki/St_Ann's_College QID: Q7592460 Extract: St Ann's College is a co-residential college in North Adelaide, South Australia. In its early decades, the college had only female boarders, but later took students of either gender. Members of the college attend three universities in South Australia, University of Adelaide, the University of South Title: Cornell University (similarity: 0.2632) URL: https://en.wikipedia.org/wiki/Cornell_University QID: Q49115 Extract: Cornell University is a private Ivy League research university based in Ithaca, New York, United States. The university was co-founded by American philanthropist Ezra Cornell and historian and educator Andrew Dickson White in 1865. Since its founding, Cornell University has been a co-educational and Title: Boarding school (similarity: 0.1714) URL: https://en.wikipedia.org/wiki/Boarding_school QID: Q269770 Extract: A boarding school is a school where pupils live within premises while being given formal instruction. The word "boarding" is used in the sense of "room and board", i.e. lodging and meals. They have existed for many centuries, and now extend across many countries. Their functioning, codes of conduct, Title: Coordinated Universal Time (similarity: 0.3043) URL: https://en.wikipedia.org/wiki/Coordinated_Universal_Time QID: Q1536 Extract: Coordinated Universal Time (UTC) is the primary time standard globally used to regulate clocks and time. It establishes a reference for the current time, forming the basis for civil time and time zones. UTC facilitates international communication, navigation, scientific research, and commerce.
model_pass1 : claude-sonnet-4-20250514
model_pass2 : claude-haiku-4-5-20251001
inference_confidence : high
confidence_notes : Strong data completeness across all O*NET domains with clear task descriptions, comprehensive wage data, and robust related occupations mapping. Wikipedia match provides additional validation of role definition.
inferred_at : 2026-06-03T21:43:51.484502+00:00
tokens_input : 4,548
tokens_output : 4,272
cost_usd : $0.046948
wikipedia_used : True
wikipedia_title : Resident assistant
wikipedia_note : The Wikipedia entry confirms this occupation's role in coordinating residential activities and providing peer leadership in educational and residential facilities. The semantic neighbors indicate broader connections to educational institutions and residential care environments.
--- PROSE FIELDS ---
ROLE SUMMARY:
Residential Advisors coordinate activities and maintain operations in dormitories, group homes, and similar residential facilities, supervising staff and ensuring resident welfare. They combine administrative duties like ordering supplies and room assignments with direct support services including emergency response and interpersonal mediation. These professionals serve as crucial bridges between facility management and residents, fostering safe and supportive living environments.
DAY IN THE LIFE:
A typical day involves supervising residence hall staff and conducting regular unit meetings to address operational needs. They respond to emergency situations by providing first aid and coordinating medical assistance when necessary. Administrative tasks include answering phones, routing calls, and compiling reports on daily activities and supply usage. They mediate conflicts between residents and collaborate with counselors to develop targeted support programs. Educational program coordination and rule enforcement ensure smooth facility operations while maintaining detailed records of resident activities.
WHO THRIVES:
Individuals who excel in this role demonstrate exceptional dependability and integrity, as reflected in the highest importance ratings for these traits. They possess strong social orientation and communication abilities, thriving on establishing meaningful interpersonal relationships with residents and staff. Problem sensitivity and critical thinking skills enable them to identify potential issues early and develop effective solutions. The role attracts people-oriented individuals who find fulfillment in supporting others' personal development and well-being within residential communities.
CAREER ENTRY:
Entry typically requires some college coursework, with 50.2% of workers having completed some college and 31.3% holding bachelor's degrees. Relevant educational backgrounds include social work, psychology, education, or related human services fields. Experience in customer service, administrative work, or volunteer positions in residential settings provides valuable preparation. Many positions offer on-the-job training in emergency procedures, conflict resolution, and facility management protocols.
CAREER TRAJECTORY:
Career advancement often leads to roles in Social and Community Service Management or specialized counseling positions. Experienced residential advisors may progress to Housing Directors or broader administrative roles in educational or healthcare institutions. Some transition into social work, rehabilitation counseling, or educational guidance roles. Advanced degrees can open pathways to facility management, program development, or specialized therapeutic residential services.
MARKET INTELLIGENCE:
The occupation employs 84,760 workers nationally with a median annual wage of $42,240, ranging from $29,870 to $61,060 (BLS OEWS May 2025). Geographic variation is moderate with New Hampshire offering the highest wages at $49,010 compared to Alabama's lowest at $27,650. Health Care and Social Assistance represents the largest employment sector with 58,570 positions, followed by Educational Services with 16,070 jobs. Government facilities provide additional employment opportunities with 4,140 positions. Strong demand exists in areas with concentrated educational institutions and residential care facilities.
AUTOMATION OUTLOOK:
This role shows low automation risk due to its heavy emphasis on interpersonal relationship building and complex human judgment requirements. Tasks like assisting and caring for others, establishing relationships, and mediating conflicts require emotional intelligence and contextual understanding that current technology cannot replicate. While administrative functions may become more digitized, the core supervisory and support functions remain fundamentally human-centered.
--- REASONED EDGES ---
[knowledge_overlap] Rehabilitation Counselors (21-1015.00) — confidence:high
reasoning: Both roles share high importance in Customer and Personal Service knowledge and focus on assisting individuals in residential or therapeutic settings.
data: Customer and Personal Service knowledge
data: Assisting and Caring for Others work activity
data: Social orientation work style
[career_pathway] Social and Community Service Managers (11-9151.00) — confidence:high
reasoning: Residential Advisors frequently advance to management roles given their experience in Administration and Management knowledge and supervisory responsibilities.
data: Administration and Management knowledge
data: Supervise, train, and evaluate residence hall staff task
data: Job Zone 3 preparation level
[riasec_cluster] Child, Family, and School Social Workers (21-1021.00) — confidence:high
reasoning: Both occupations share strong Social orientation (S:5.28) and focus on helping individuals navigate personal and interpersonal challenges.
data: Social RIASEC code dominance
data: Mediate interpersonal problems task
data: Social Orientation work style
[task_similarity] First-Line Supervisors of Personal Service Workers (39-1022.00) — confidence:medium
reasoning: Both roles involve supervising staff, organizing work activities, and maintaining service quality in people-focused environments.
data: Supervise, train, and evaluate staff task
data: Organizing, Planning, and Prioritizing Work activity
data: Administration and Management knowledge
[skill_overlap] Educational, Guidance, and Career Counselors and Advisors (21-1012.00) — confidence:high
reasoning: Both positions require strong Active Listening, Critical Thinking, and counseling program development capabilities.
data: Active Listening skill
data: Critical Thinking skill
data: Collaborate with counselors to develop counseling programs task
[wage_band] Social and Human Service Assistants (21-1093.00) — confidence:medium
reasoning: Both occupations serve similar populations in residential or community settings and likely share comparable compensation ranges in human services.
data: Health Care and Social Assistance industry employment
data: Median annual wage $42,240
data: Similar service-oriented roles
[transferable_skill] Recreation Workers (39-9032.00) — confidence:medium
reasoning: Both roles require Social Perceptiveness, Coordination, and Service Orientation skills when working with diverse groups in organized settings.
data: Social Perceptiveness transferable skill
data: Coordination transferable skill
data: Develop and coordinate educational programs task
--- NORMALIZER SIGNALS ---
match_keywords : ['residential advisor', 'residence hall', 'dormitory supervisor', 'hall director', 'house parent', 'cottage supervisor', 'housing coordinator', 'residence director']
exclude_keywords : ['assistant only', 'clerical', 'maintenance', 'security', 'cafeteria']
title_patterns : ['*advisor*', '*director*', '*supervisor*', '*coordinator*', '*parent*']
common_variations: ['resident advisor', 'hall coordinator', 'dorm supervisor', 'residential counselor', 'housing assistant', 'residence life', 'cottage parent', 'housefellow']
total_terms : 40 top_words : ['tendency', 'residents', 'others', 'students', 'university', 'ras', 'resident', 'equipment', 'activities', 'community', 'problems', 'college', 'needs', 'residence', 'programs', 'social', 'educational', 'principles', 'residential', 'services'] source_layers : onet_tasks | onet_dimensions | dwas | wikipedia | inference TERM COUNT FREQ DOMINANT SOURCE SOURCE BREAKDOWN ────────────────────────────────────────────────────────────────────────────────────────── tendency 42 0.01047 onet_dimensions onet_dimensions:100% residents 41 0.01022 wikipedia wikipedia:76% onet_tasks:17% inference:7% others 40 0.00997 onet_dimensions onet_dimensions:95% inference:5% students 37 0.00923 wikipedia wikipedia:76% onet_tasks:24% university 37 0.00923 wikipedia wikipedia:100% ras 28 0.00698 wikipedia wikipedia:100% resident 25 0.00623 wikipedia wikipedia:88% inference:8% onet_tasks:4% equipment 24 0.00598 onet_dimensions onet_dimensions:96% dwas:4% activities 23 0.00574 onet_dimensions onet_dimensions:39% dwas:17% inference:17% community 22 0.00549 wikipedia wikipedia:95% inference:5% problems 20 0.00499 onet_dimensions onet_dimensions:45% dwas:20% wikipedia:20% college 20 0.00499 wikipedia wikipedia:90% inference:10% needs 19 0.00474 onet_dimensions onet_dimensions:42% wikipedia:42% onet_tasks:11% residence 18 0.00449 wikipedia wikipedia:83% onet_tasks:11% inference:6% programs 18 0.00449 wikipedia wikipedia:33% onet_tasks:22% onet_dimensions:22% social 17 0.00424 wikipedia wikipedia:35% onet_dimensions:29% inference:29% educational 16 0.00399 inference inference:50% onet_tasks:12% onet_dimensions:12% principles 16 0.00399 onet_dimensions onet_dimensions:100% residential 16 0.00399 inference inference:62% wikipedia:38% services 15 0.00374 onet_dimensions onet_dimensions:40% inference:27% wikipedia:20% resources 15 0.00374 onet_dimensions onet_dimensions:60% wikipedia:33% dwas:7% personal 14 0.00349 onet_dimensions onet_dimensions:43% wikipedia:43% dwas:7% management 14 0.00349 onet_dimensions onet_dimensions:50% inference:29% dwas:14% includes 13 0.00324 onet_dimensions onet_dimensions:92% wikipedia:8% administrative 13 0.00324 inference inference:38% onet_dimensions:31% dwas:15% building 13 0.00324 wikipedia wikipedia:69% onet_dimensions:23% inference:8% ideas 13 0.00324 onet_dimensions onet_dimensions:85% wikipedia:15% staff 12 0.00299 wikipedia wikipedia:33% dwas:25% inference:25% student 12 0.00299 wikipedia wikipedia:75% onet_tasks:17% dwas:8% providing 12 0.00299 onet_dimensions onet_dimensions:58% wikipedia:25% inference:17% control 12 0.00299 onet_dimensions onet_dimensions:100% materials 12 0.00299 onet_dimensions onet_dimensions:83% dwas:17% objects 12 0.00299 onet_dimensions onet_dimensions:100% body 12 0.00299 onet_dimensions onet_dimensions:83% wikipedia:17% rules 11 0.00274 onet_dimensions onet_dimensions:73% dwas:18% onet_tasks:9% facilities 11 0.00274 inference inference:36% wikipedia:27% dwas:18% procedures 11 0.00274 onet_dimensions onet_dimensions:73% onet_tasks:9% wikipedia:9% program 11 0.00274 wikipedia wikipedia:64% inference:18% onet_tasks:9% institutions 11 0.00274 wikipedia wikipedia:55% inference:27% onet_tasks:9% human 11 0.00274 onet_dimensions onet_dimensions:64% inference:27% wikipedia:9%