A typical day involves reviewing union complaints and grievances to assess their validity, often requiring careful analysis of contract language and employment policies. They spend significant time in meetings and negotiations, whether drafting contract proposals, presenting positions during arbitration hearings, or facilitating discussions between union representatives and management. Much of their work centers on investigating workplace issues, gathering evidence for disciplinary hearings, and preparing witnesses for testimony. They regularly communicate with various stakeholders including union officials, company executives, and government representatives to discuss labor relations matters and compliance requirements. Documentation is a constant activity, as they must maintain detailed records of negotiations, agreements, and dispute resolutions while ensuring all actions align with established labor laws and contractual obligations.
Successful labor relations specialists possess exceptional communication and interpersonal skills, as evidenced by the high importance ratings for active listening (4.4), speaking (4.2), and oral expression abilities (4.2). They excel at managing conflict and finding common ground, requiring strong emotional intelligence and the ability to remain calm under pressure with high dependability (8.0) and self-control (4.0) work styles. The role demands analytical thinkers who can interpret complex legal documents and contractual language, supported by critical thinking skills (4.0) and deductive reasoning abilities (3.8). These professionals must be detail-oriented (7.0) and maintain the highest standards of integrity (6.0), as they often handle sensitive information and must be trusted by all parties. Social orientation (5.0) is essential for building relationships across diverse stakeholder groups and facilitating productive negotiations.
Labor relations work has moderate automation resistance due to its heavy reliance on complex human interactions and judgment-based decision making. The core activities of resolving conflicts and negotiating (importance 4.5, level 6.3) require emotional intelligence, cultural sensitivity, and nuanced understanding of human motivations that AI cannot fully replicate. However, routine documentation, contract analysis, and compliance monitoring tasks may become increasingly automated, potentially reshaping but not eliminating the role.
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 | 0.0126 | onet dimensi 100% | |
| others | 40 | 0.0120 | onet dimensi 95% dwas 2% | |
| service | 27 | 0.0081 | wikipedia 89% onet dimensi 7% | |
| foreign | 26 | 0.0078 | wikipedia 88% onet dimensi 8% | |
| management | 23 | 0.0069 | onet dimensi 30% inference 30% | |
| equipment | 23 | 0.0069 | onet dimensi 100% | |
| relations | 21 | 0.0063 | inference 52% onet tasks 29% | |
| collective | 19 | 0.0057 | dwas 53% onet tasks 42% | |
| bargaining | 19 | 0.0057 | dwas 53% onet tasks 42% | |
| agreements | 18 | 0.0054 | dwas 67% onet tasks 22% | |
| human | 17 | 0.0051 | onet dimensi 41% inference 41% | |
| resources | 16 | 0.0048 | onet dimensi 56% inference 31% | |
| principles | 16 | 0.0048 | onet dimensi 100% | |
| officer | 15 | 0.0045 | wikipedia 100% | |
| allowances | 15 | 0.0045 | wikipedia 100% | |
| activities | 13 | 0.0039 | onet dimensi 69% onet tasks 15% | |
| personnel | 13 | 0.0039 | dwas 38% onet dimensi 31% | |
| includes | 13 | 0.0039 | onet dimensi 92% wikipedia 8% | |
| control | 13 | 0.0039 | onet dimensi 92% inference 8% | |
| specialists | 13 | 0.0039 | wikipedia 62% inference 38% | |
| practices | 12 | 0.0036 | dwas 42% inference 25% | |
| objects | 12 | 0.0036 | onet dimensi 100% | |
| united | 12 | 0.0036 | wikipedia 100% | |
| states | 12 | 0.0036 | wikipedia 100% | |
| government | 11 | 0.0033 | onet tasks 36% onet dimensi 27% | |
| procedures | 11 | 0.0033 | onet dimensi 73% onet tasks 18% | |
| actions | 11 | 0.0033 | onet dimensi 73% onet tasks 9% | |
| techniques | 11 | 0.0033 | onet dimensi 91% inference 9% | |
| ideas | 11 | 0.0033 | onet dimensi 100% | |
| arrange | 11 | 0.0033 | dwas 91% onet dimensi 9% |
Provenance Window — Full Source Record · 13-1075.00 · Labor Relations Specialists 7 source blocks · click to expand
[Core] [21% incumbents] Negotiate collective bargaining agreements. DWAs: Arrange collective bargaining agreements. [Core] [21% incumbents] Investigate and evaluate union complaints or arguments to determine viability. DWAs: Evaluate personnel practices to ensure adherence to regulations. [Core] [21% incumbents] Propose resolutions for collective bargaining or other labor or contract negotiations. DWAs: Arrange collective bargaining agreements. [Core] [21% incumbents] Draft contract proposals or counter-proposals for collective bargaining or other labor negotiations. DWAs: Arrange collective bargaining agreements. [Core] [21% incumbents] Interpret contractual agreements for employers and employees engaged in collective bargaining or other labor relations processes. DWAs: Arrange collective bargaining agreements. [Core] [21% incumbents] Prepare evidence for disciplinary hearings, including preparing witnesses to testify. DWAs: Collect evidence for legal proceedings. [Core] [21% incumbents] Review employer practices or employee data to ensure compliance with contracts on matters such as wages, hours, or conditions of employment. DWAs: Evaluate personnel practices to ensure adherence to regulations. [Core] [21% incumbents] Recommend collective bargaining strategies, goals, or objectives. DWAs: Arrange collective bargaining agreements. [Core] [21% incumbents] Call or meet with union, company, government, or other interested parties to discuss labor relations matters, such as contract negotiations or grievances. DWAs: Negotiate agreements to resolve disputes. [Core] [21% incumbents] Present the position of the company or of labor during arbitration or other labor negotiations. DWAs: Arrange collective bargaining agreements. [Core] [21% incumbents] Identify alternatives to proposals of unions, employees, companies, or government agencies. DWAs: Arrange collective bargaining agreements. [Core] [21% incumbents] Draft rules or regulations to govern collective bargaining activities in collaboration with company, government, or employee representatives. DWAs: Arrange collective bargaining agreements. [Core] [21% incumbents] Research case law or outcomes of previous case hearings. DWAs: Update knowledge of legal or regulatory environments. [Core] [21% incumbents] Write letters related to labor relations activities, such as letters to amend collective bargaining agreements, letters of dispute or conciliation, or letters to seek clarification of contract terms. DWAs: Arrange collective bargaining agreements. [Core] [21% incumbents] Select mediators or arbitrators for labor disputes or contract negotiations. DWAs: Arrange collective bargaining agreements. [Supplemental] [21% incumbents] Assess the impact of union proposals on company or government operations. DWAs: Measure effectiveness of business strategies or practices. [Supplemental] [21% incumbents] Train managers or supervisors on topics related to labor relations, such as working conditions, safety, or equal opportunity practices. DWAs: Train personnel on managerial topics. [Supplemental] [21% incumbents] Provide expert testimony in legal proceedings related to labor relations or labor contracts. DWAs: Testify at legal or legislative proceedings. [Supplemental] [21% incumbents] Develop employee health and safety policies. DWAs: Establish organizational guidelines or policies. [Supplemental] [21% incumbents] Develop methods to monitor employee satisfaction with policies or working conditions, including grievance or complaint procedures. DWAs: Establish business management methods. [Supplemental] [21% incumbents] Prepare reports or presentations to communicate employee satisfaction or related data to management. DWAs: Present business-related information to audiences. [Supplemental] [21% incumbents] Prepare and submit required governmental reports or forms related to labor relations matters, such as equal employment opportunity (EEO) forms, new hire forms, or minority compensation reports. DWAs: Prepare regulatory or compliance documentation. [Core] [20% incumbents] Mediate discussions between employer and employee representatives in attempt to reconcile differences. DWAs: Negotiate agreements to resolve disputes. [Core] [20% incumbents] Monitor company or workforce adherence to labor agreements. DWAs: Evaluate personnel practices to ensure adherence to regulations. [Core] [20% incumbents] Assess risk levels associated with collective bargaining strategies. DWAs: Assess risks to business operations. [Core] [20% incumbents] Schedule or coordinate the details of grievance hearings or other meetings. DWAs: Organize special events. [Core] [20% incumbents] Review and approve employee disciplinary actions, such as written reprimands, suspensions, or terminations. DWAs: Evaluate personnel practices to ensure adherence to regulations. [Supplemental] [20% incumbents] Advise management on matters related to the administration of contracts or employee discipline or grievance procedures. DWAs: Advise others on human resources topics.
--- SKILLS --- Active Listening (imp:4.38 lvl:4.50) — Giving full attention to what other people are saying, taking time to understand Speaking (imp:4.25 lvl:4.75) — Talking to others to convey information effectively. Reading Comprehension (imp:4.00 lvl:4.25) — Understanding written sentences and paragraphs in work-related documents. Writing (imp:4.00 lvl:4.50) — Communicating effectively in writing as appropriate for the needs of the audienc Critical Thinking (imp:4.00 lvl:4.12) — Using logic and reasoning to identify the strengths and weaknesses of alternativ Active Learning (imp:3.50 lvl:3.88) — Understanding the implications of new information for both current and future pr Monitoring (imp:3.38 lvl:3.88) — Monitoring/Assessing performance of yourself, other individuals, or organization Learning Strategies (imp:3.00 lvl:3.12) — Selecting and using training/instructional methods and procedures appropriate fo Mathematics (imp:2.38 lvl:2.62) — Using mathematics to solve problems. Science (imp:1.00) — Using scientific rules and methods to solve problems. --- KNOWLEDGE --- Personnel and Human Resources (imp:4.05 lvl:4.90) — Knowledge of principles and procedures for personnel recruitment, selection, tra English Language (imp:3.68 lvl:4.30) — Knowledge of the structure and content of the English language including the mea Law and Government (imp:3.61 lvl:4.11) — Knowledge of laws, legal codes, court procedures, precedents, government regulat Administration and Management (imp:3.14 lvl:3.81) — Knowledge of business and management principles involved in strategic planning, Education and Training (imp:2.85 lvl:3.95) — Knowledge of principles and methods for curriculum and training design, teaching Customer and Personal Service (imp:2.70 lvl:3.70) — Knowledge of principles and processes for providing customer and personal servic Computers and Electronics (imp:2.67 lvl:3.33) — Knowledge of circuit boards, processors, chips, electronic equipment, and comput Mathematics (imp:2.63 lvl:3.45) — Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their appl Public Safety and Security (imp:2.58 lvl:2.90) — Knowledge of relevant equipment, policies, procedures, and strategies to promote Administrative (imp:2.52 lvl:3.50) — Knowledge of administrative and office procedures and systems such as word proce Economics and Accounting (imp:2.52 lvl:2.62) — Knowledge of economic and accounting principles and practices, the financial mar Sociology and Anthropology (imp:2.45 lvl:3.00) — Knowledge of group behavior and dynamics, societal trends and influences, human Communications and Media (imp:2.40 lvl:2.45) — Knowledge of media production, communication, and dissemination techniques and m Psychology (imp:2.35 lvl:3.15) — Knowledge of human behavior and performance; individual differences in ability, Therapy and Counseling (imp:1.95 lvl:2.35) — Knowledge of principles, methods, and procedures for diagnosis, treatment, and r Telecommunications (imp:1.90 lvl:1.60) — Knowledge of transmission, broadcasting, switching, control, and operation of te Production and Processing (imp:1.86 lvl:1.90) — Knowledge of raw materials, production processes, quality control, costs, and ot Philosophy and Theology (imp:1.81 lvl:1.48) — Knowledge of different philosophical systems and religions. This includes their History and Archeology (imp:1.80 lvl:1.70) — Knowledge of historical events and their causes, indicators, and effects on civi Transportation (imp:1.80 lvl:1.50) — Knowledge of principles and methods for moving people or goods by air, rail, sea Foreign Language (imp:1.76 lvl:1.52) — Knowledge of the structure and content of a foreign (non-English) language inclu Building and Construction (imp:1.57 lvl:0.90) — Knowledge of materials, methods, and the tools involved in the construction or r Sales and Marketing (imp:1.52 lvl:1.29) — Knowledge of principles and methods for showing, promoting, and selling products Geography (imp:1.50 lvl:1.10) — Knowledge of principles and methods for describing the features of land, sea, an Mechanical (imp:1.45 lvl:0.75) — Knowledge of machines and tools, including their designs, uses, repair, and main Engineering and Technology (imp:1.38 lvl:0.76) — Knowledge of the practical application of engineering science and technology. Th Design (imp:1.38 lvl:0.81) — Knowledge of design techniques, tools, and principles involved in production of Medicine and Dentistry (imp:1.35 lvl:0.60) — Knowledge of the information and techniques needed to diagnose and treat human i Chemistry (imp:1.25 lvl:0.45) — Knowledge of the chemical composition, structure, and properties of substances a Fine Arts (imp:1.24 lvl:0.43) — Knowledge of the theory and techniques required to compose, produce, and perform Food Production (imp:1.19 lvl:0.43) — Knowledge of techniques and equipment for planting, growing, and harvesting food Physics (imp:1.15 lvl:0.30) — Knowledge and prediction of physical principles, laws, their interrelationships, Biology (imp:1.11 lvl:0.21) — Knowledge of plant and animal organisms, their tissues, cells, functions, interd --- ABILITIES --- Oral Expression (imp:4.25 lvl:4.50) — The ability to communicate information and ideas in speaking so others will unde Oral Comprehension (imp:4.12 lvl:4.50) — The ability to listen to and understand information and ideas presented through Written Comprehension (imp:4.00 lvl:4.38) — The ability to read and understand information and ideas presented in writing. Written Expression (imp:4.00 lvl:4.38) — The ability to communicate information and ideas in writing so others will under Problem Sensitivity (imp:4.00 lvl:4.12) — The ability to tell when something is wrong or is likely to go wrong. It does no Deductive Reasoning (imp:3.75 lvl:4.38) — The ability to apply general rules to specific problems to produce answers that Inductive Reasoning (imp:3.75 lvl:4.00) — The ability to combine pieces of information to form general rules or conclusion Speech Clarity (imp:3.75 lvl:3.88) — The ability to speak clearly so others can understand you. Speech Recognition (imp:3.62 lvl:3.75) — The ability to identify and understand the speech of another person. Fluency of Ideas (imp:3.50 lvl:3.88) — The ability to come up with a number of ideas about a topic (the number of ideas Originality (imp:3.50 lvl:3.75) — The ability to come up with unusual or clever ideas about a given topic or situa Near Vision (imp:3.50 lvl:3.62) — The ability to see details at close range (within a few feet of the observer). Information Ordering (imp:3.38 lvl:3.38) — The ability to arrange things or actions in a certain order or pattern according Category Flexibility (imp:3.12 lvl:3.12) — The ability to generate or use different sets of rules for combining or grouping Selective Attention (imp:2.88 lvl:2.88) — The ability to concentrate on a task over a period of time without being distrac Number Facility (imp:2.75 lvl:2.75) — The ability to add, subtract, multiply, or divide quickly and correctly. Memorization (imp:2.75 lvl:2.88) — The ability to remember information such as words, numbers, pictures, and proced Speed of Closure (imp:2.75 lvl:3.00) — The ability to quickly make sense of, combine, and organize information into mea Flexibility of Closure (imp:2.75 lvl:2.88) — The ability to identify or detect a known pattern (a figure, object, word, or so Time Sharing (imp:2.62 lvl:2.50) — The ability to shift back and forth between two or more activities or sources of Far Vision (imp:2.62 lvl:2.38) — The ability to see details at a distance. Mathematical Reasoning (imp:2.50 lvl:2.75) — The ability to choose the right mathematical methods or formulas to solve a prob Perceptual Speed (imp:2.50 lvl:2.62) — The ability to quickly and accurately compare similarities and differences among Visualization (imp:2.38 lvl:2.12) — The ability to imagine how something will look after it is moved around or when Trunk Strength (imp:1.88 lvl:1.50) — The ability to use your abdominal and lower back muscles to support part of the Auditory Attention (imp:1.88 lvl:1.12) — The ability to focus on a single source of sound in the presence of other distra Visual Color Discrimination (imp:1.75 lvl:1.50) — The ability to match or detect differences between colors, including shades of c Hearing Sensitivity (imp:1.75 lvl:1.38) — The ability to detect or tell the differences between sounds that vary in pitch Wrist-Finger Speed (imp:1.62 lvl:0.75) — The ability to make fast, simple, repeated movements of the fingers, hands, and Depth Perception (imp:1.12 lvl:0.12) — The ability to judge which of several objects is closer or farther away from you Spatial Orientation (imp:1.00) — The ability to know your location in relation to the environment or to know wher Arm-Hand Steadiness (imp:1.00) — The ability to keep your hand and arm steady while moving your arm or while hold Manual Dexterity (imp:1.00) — The ability to quickly move your hand, your hand together with your arm, or your Finger Dexterity (imp:1.00) — The ability to make precisely coordinated movements of the fingers of one or bot Control Precision (imp:1.00) — The ability to quickly and repeatedly adjust the controls of a machine or a vehi Multilimb Coordination (imp:1.00) — The ability to coordinate two or more limbs (for example, two arms, two legs, or Response Orientation (imp:1.00) — The ability to choose quickly between two or more movements in response to two o Rate Control (imp:1.00) — The ability to time your movements or the movement of a piece of equipment in an Reaction Time (imp:1.00) — The ability to quickly respond (with the hand, finger, or foot) to a signal (sou Speed of Limb Movement (imp:1.00) — The ability to quickly move the arms and legs. Static Strength (imp:1.00) — The ability to exert maximum muscle force to lift, push, pull, or carry objects. Explosive Strength (imp:1.00) — The ability to use short bursts of muscle force to propel oneself (as in jumping Dynamic Strength (imp:1.00) — The ability to exert muscle force repeatedly or continuously over time. This inv Stamina (imp:1.00) — The ability to exert yourself physically over long periods of time without getti Extent Flexibility (imp:1.00) — The ability to bend, stretch, twist, or reach with your body, arms, and/or legs. Dynamic Flexibility (imp:1.00) — The ability to quickly and repeatedly bend, stretch, twist, or reach out with yo Gross Body Coordination (imp:1.00) — The ability to coordinate the movement of your arms, legs, and torso together wh Gross Body Equilibrium (imp:1.00) — The ability to keep or regain your body balance or stay upright when in an unsta 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 --- Resolving Conflicts and Negotiating with Others (imp:4.48 lvl:6.29) — Handling complaints, settling disputes, and resolving grievances and conflicts, Getting Information (imp:4.45 lvl:4.90) — Observing, receiving, and otherwise obtaining information from all relevant sour Making Decisions and Solving Problems (imp:4.30 lvl:5.30) — Analyzing information and evaluating results to choose the best solution and sol Establishing and Maintaining Interpersonal Relationships (imp:4.25 lvl:5.52) — Developing constructive and cooperative working relationships with others, and m Communicating with Supervisors, Peers, or Subordinates (imp:4.10 lvl:5.10) — Providing information to supervisors, co-workers, and subordinates by telephone, Evaluating Information to Determine Compliance with Standards (imp:4.00 lvl:4.67) — Using relevant information and individual judgment to determine whether events o Processing Information (imp:3.85 lvl:4.62) — Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying Organizing, Planning, and Prioritizing Work (imp:3.80 lvl:5.24) — Developing specific goals and plans to prioritize, organize, and accomplish your Updating and Using Relevant Knowledge (imp:3.71 lvl:4.60) — Keeping up-to-date technically and applying new knowledge to your job. Interpreting the Meaning of Information for Others (imp:3.62 lvl:4.05) — Translating or explaining what information means and how it can be used. Analyzing Data or Information (imp:3.57 lvl:4.33) — Identifying the underlying principles, reasons, or facts of information by break Working with Computers (imp:3.52 lvl:3.19) — Using computers and computer systems (including hardware and software) to progra Scheduling Work and Activities (imp:3.48 lvl:4.67) — Scheduling events, programs, and activities, as well as the work of others. Developing and Building Teams (imp:3.47 lvl:4.14) — Encouraging and building mutual trust, respect, and cooperation among team membe Communicating with People Outside the Organization (imp:3.38 lvl:4.62) — Communicating with people outside the organization, representing the organizatio Thinking Creatively (imp:3.35 lvl:4.10) — Developing, designing, or creating new applications, ideas, relationships, syste Judging the Qualities of Objects, Services, or People (imp:3.29 lvl:3.95) — Assessing the value, importance, or quality of things or people. Identifying Objects, Actions, and Events (imp:3.25 lvl:3.79) — Identifying information by categorizing, estimating, recognizing differences or Training and Teaching Others (imp:3.21 lvl:3.71) — Identifying the educational needs of others, developing formal educational or tr Documenting/Recording Information (imp:3.20 lvl:3.57) — Entering, transcribing, recording, storing, or maintaining information in writte Coordinating the Work and Activities of Others (imp:3.20 lvl:4.43) — Getting members of a group to work together to accomplish tasks. Providing Consultation and Advice to Others (imp:3.19 lvl:4.24) — Providing guidance and expert advice to management or other groups on technical, Developing Objectives and Strategies (imp:3.15 lvl:3.81) — Establishing long-range objectives and specifying the strategies and actions to Performing Administrative Activities (imp:3.15 lvl:4.10) — Performing day-to-day administrative tasks such as maintaining information files Coaching and Developing Others (imp:3.05 lvl:3.95) — Identifying the developmental needs of others and coaching, mentoring, or otherw Guiding, Directing, and Motivating Subordinates (imp:3.00 lvl:4.00) — Providing guidance and direction to subordinates, including setting performance Assisting and Caring for Others (imp:2.71 lvl:2.71) — Providing personal assistance, medical attention, emotional support, or other pe Performing for or Working Directly with the Public (imp:2.70 lvl:3.33) — Performing for people or dealing directly with the public. This includes serving Staffing Organizational Units (imp:2.62 lvl:3.19) — Recruiting, interviewing, selecting, hiring, and promoting employees in an organ Monitoring and Controlling Resources (imp:2.60 lvl:3.24) — Monitoring and controlling resources and overseeing the spending of money. Monitoring Processes, Materials, or Surroundings (imp:2.57 lvl:2.81) — Monitoring and reviewing information from materials, events, or the environment, Selling or Influencing Others (imp:2.50 lvl:2.86) — Convincing others to buy merchandise/goods or to otherwise change their minds or Estimating the Quantifiable Characteristics of Products, Events, or Information (imp:2.11 lvl:2.15) — Estimating sizes, distances, and quantities; or determining time, costs, resourc Operating Vehicles, Mechanized Devices, or Equipment (imp:1.67 lvl:0.86) — Running, maneuvering, navigating, or driving vehicles or mechanized equipment, s Inspecting Equipment, Structures, or Materials (imp:1.62 lvl:0.95) — Inspecting equipment, structures, or materials to identify the cause of errors o Performing General Physical Activities (imp:1.48 lvl:0.81) — Performing general physical activities includes doing activities that require co Handling and Moving Objects (imp:1.38 lvl:0.70) — Using hands and arms in handling, installing, positioning, and moving materials, Controlling Machines and Processes (imp:1.38 lvl:0.62) — Using either control mechanisms or direct physical activity to operate machines Repairing and Maintaining Electronic Equipment (imp:1.15 lvl:0.30) — Servicing, repairing, calibrating, regulating, fine-tuning, or testing machines, Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment (imp:1.10 lvl:0.19) — Providing documentation, detailed instructions, drawings, or specifications to t Repairing and Maintaining Mechanical Equipment (imp:1.10 lvl:0.24) — Servicing, repairing, adjusting, and testing machines, devices, moving parts, an --- WORK STYLES --- Dependability (imp:8.00) — A tendency to be reliable, responsible, and consistent in meeting work-related o Attention to Detail (imp:7.00) — A tendency to be detail-oriented, organized, and thorough in completing work. Integrity (imp:6.00) — A tendency to be honest and ethical at work. Social Orientation (imp:5.00) — A tendency to seek out, enjoy, and be energized by social interaction at work. Self-Control (imp:4.00) — A tendency to remain calm and composed and to manage emotions effectively in res Stress Tolerance (imp:3.00) — A tendency to cope and function effectively in stressful situations at work. Integrity (imp:2.43) — A tendency to be honest and ethical at work. Self-Control (imp:2.42) — A tendency to remain calm and composed and to manage emotions effectively in res Dependability (imp:2.41) — A tendency to be reliable, responsible, and consistent in meeting work-related o Social Orientation (imp:2.22) — A tendency to seek out, enjoy, and be energized by social interaction at work. Stress Tolerance (imp:2.21) — A tendency to cope and function effectively in stressful situations at work. Attention to Detail (imp:2.14) — A tendency to be detail-oriented, organized, and thorough in completing work. Perseverance (imp:2.08) — A tendency to exhibit determination and resolve to perform or complete tasks in Self-Confidence (imp:2.05) — A tendency to believe in one's work-related capabilities and ability to control Perseverance (imp:2.00) — A tendency to exhibit determination and resolve to perform or complete tasks in Cooperation (imp:1.84) — A tendency to be pleasant, helpful, and willing to assist others at work. Empathy (imp:1.83) — A tendency to show concern for others and be sensitive to others' needs and feel Leadership Orientation (imp:1.72) — A tendency to lead, take charge, offer opinions, and provide direction at work. Achievement Orientation (imp:1.66) — A tendency to establish and maintain personally challenging work-related goals, Adaptability (imp:1.61) — A tendency to be open to and comfortable with change, new experiences, or ideas Tolerance for Ambiguity (imp:1.53) — A tendency to be comfortable with ambiguity and uncertainty at work. Initiative (imp:1.50) — A tendency to be proactive and take on extra responsibilities and tasks that may Cautiousness (imp:1.44) — A tendency to be careful, deliberate, and risk-avoidant when making work-related Intellectual Curiosity (imp:1.17) — A tendency to seek out and acquire new work-related knowledge and obtain a deep Sincerity (imp:1.09) — A tendency to be genuine and sincere in interactions with others at work, withou Self-Confidence (imp:1.00) — A tendency to believe in one's work-related capabilities and ability to control Optimism (imp:0.71) — A tendency to exhibit a positive attitude and positive emotions at work, even un Innovation (imp:0.65) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on Humility (imp:0.47) — A tendency to be modest and humble when interacting with others at work. 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 Adaptability () — A tendency to be open to and comfortable with change, new experiences, or ideas 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 Empathy () — A tendency to show concern for others and be sensitive to others' needs and feel Cooperation () — A tendency to be pleasant, helpful, and willing to assist others at work. Optimism () — A tendency to exhibit a positive attitude and positive emotions at work, even un Cautiousness () — A tendency to be careful, deliberate, and risk-avoidant when making work-related --- TRANSFERABLE SKILLS --- Negotiation (imp:4.12 lvl:4.38) — Bringing others together and trying to reconcile differences. Persuasion (imp:3.88 lvl:4.38) — Persuading others to change their minds or behavior. Social Perceptiveness (imp:3.75 lvl:4.00) — Being aware of others' reactions and understanding why they react as they do. Complex Problem Solving (imp:3.62 lvl:3.75) — Identifying complex problems and reviewing related information to develop and ev Judgment and Decision Making (imp:3.62 lvl:4.00) — Considering the relative costs and benefits of potential actions to choose the m Coordination (imp:3.38 lvl:3.62) — Adjusting actions in relation to others' actions. Service Orientation (imp:3.38 lvl:3.62) — Actively looking for ways to help people. Time Management (imp:3.38 lvl:3.12) — Managing one's own time and the time of others. Systems Analysis (imp:3.12 lvl:3.25) — Determining how a system should work and how changes in conditions, operations, Systems Evaluation (imp:3.12 lvl:3.25) — Identifying measures or indicators of system performance and the actions needed Instructing (imp:3.00 lvl:2.88) — Teaching others how to do something. Management of Personnel Resources (imp:2.88 lvl:2.88) — Motivating, developing, and directing people as they work, identifying the best Management of Financial Resources (imp:2.00 lvl:1.62) — Determining how money will be spent to get the work done, and accounting for the Operations Analysis (imp:1.75 lvl:0.88) — Analyzing needs and product requirements to create a design. Management of Material Resources (imp:1.75 lvl:1.50) — Obtaining and seeing to the appropriate use of equipment, facilities, and materi Operations Monitoring (imp:1.50 lvl:0.50) — Watching gauges, dials, or other indicators to make sure a machine is working pr Technology Design (imp:1.38 lvl:0.38) — Generating or adapting equipment and technology to serve user needs. Programming (imp:1.25 lvl:0.25) — Writing computer programs for various purposes. Operation and Control (imp:1.12 lvl:0.12) — Controlling operations of equipment or systems. Quality Control Analysis (imp:1.12 lvl:0.25) — Conducting tests and inspections of products, services, or processes to evaluate Equipment Selection (imp:1.00) — Determining the kind of tools and equipment needed to do a job. Installation (imp:1.00) — Installing equipment, machines, wiring, or programs to meet specifications. Equipment Maintenance (imp:1.00) — Performing routine maintenance on equipment and determining when and what kind o Troubleshooting (imp:1.00) — Determining causes of operating errors and deciding what to do about it. Repairing (imp:1.00) — Repairing machines or systems using the needed tools.
--- NATIONAL WAGES --- total_employment : 64,810 annual_median : $95,420 annual_pct10 : $50,490 annual_pct25 : $71,920 annual_pct75 : $123,420 annual_pct90 : $156,180 annual_mean : $98,720 hourly_median : $45.87 --- GEOGRAPHIC DISPERSION --- highest_state : New Jersey ($118,370) lowest_state : Alabama ($48,120) dispersion_ratio : 2.460x --- TOP STATES BY WAGE (52 total) --- Other Services (except Public Administration) emp: 50,570 median: $ 95,690 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 2,320 median: $ 86,250 Management of Companies and Enterprises emp: 2,190 median: $ 99,260 Finance and Insurance emp: 1,980 median: $ 91,460 Health Care and Social Assistance emp: 1,400 median: $ 91,970 Educational Services emp: 1,200 median: $ 91,570 Transportation and Warehousing emp: 1,160 median: $ 96,910 Manufacturing emp: 900 median: $ 100,580 Administrative and Support and Waste Management and Remediation Services emp: 690 median: $ 75,460 Professional, Scientific, and Technical Services emp: 590 median: $ 109,410 --- TOP INDUSTRIES BY EMPLOYMENT (18 total) --- Other Services (except Public Administration) emp: 50,570 median: $ 95,690 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 2,320 median: $ 86,250 Management of Companies and Enterprises emp: 2,190 median: $ 99,260 Finance and Insurance emp: 1,980 median: $ 91,460 Health Care and Social Assistance emp: 1,400 median: $ 91,970 Educational Services emp: 1,200 median: $ 91,570 Transportation and Warehousing emp: 1,160 median: $ 96,910 Manufacturing emp: 900 median: $ 100,580 Administrative and Support and Waste Management and Remediation Services emp: 690 median: $ 75,460 Professional, Scientific, and Technical Services emp: 590 median: $ 109,410
exact_match_status : found matched_title : Foreign Service specialist match_score : 0.6038 wikidata_qid : Q5468331 word_count : 865 wikipedia_url : https://en.wikipedia.org/wiki/Foreign_Service_specialist license : CC BY-SA 4.0 fetched_at : 2026-06-02T20:11:54.099698Z --- WIKIPEDIA FULL TEXT --- A Foreign Service specialist (FSS) is direct-hire career employee of the United States Department of State or another foreign affairs agency. Legally established as "foreign service personnel," one of the seven member categories of the United States Foreign Service, they are informally known as "specialists" to distinguish them from "officers" who are a different category in the service. They are members of the United States Foreign Service who provide important technical, support, or administrative services in nineteen career categories, including diplomatic security special agents, doctors and physician assistants, diplomatic technology officers, office management specialists, and human resource specialists. They serve in over 290 embassies or consulates abroad, Washington, D.C. or other locations in the continental United States. == Differences between officer and specialist == While both Foreign Service officers and Foreign Service specialists serve in diplomatic assignments, FSOs are commissioned under Article II of the Constitution after being nominated by the president and approved by Congress. As such, FSOs are charged with conducting diplomacy on behalf of the United States. FSSs, on the other hand, are appointed by the Secretary of State, are not confirmed by the Senate, do not hold commissions and are considered support staff that enable the conduct of diplomacy. The system is modeled after the U.S. Navy in which line officers (surface warfare, aviation, etc.) are supported by staff officers (JAG, medical, etc.). All serve in a series of overseas assignments at U.S. embassies and consulates around the world for much of their careers, with some domestic postings in Washington, D.C. or other locations in the continental United States. The selection processes for specialists and officers differ, although all include an oral assessment, medical and security clearances, and a suitability review. Most officers are actually appointed as foreign service personnel too while they are foreign service officer candidates but once confirmed in the service following a tenure review period, they are re-categorized from foreign service personnel to foreign service officer. Additionally, specialists may be expected to serve within their functional area throughout their careers, while officers typically will have some assignments over the course of a career that are inter-functional or in a different career track. For example, whatever the career track, entry-level officers (foreign service officer candidates) usually serve in one consular or management assignment during the first two tours. == Career tracks == Facilities maintenance specialist Financial management officer General services officer Human resources officer Construction engineer Diplomatic technology officer Language officer Regional English language officer Information resource officer Printing specialist (limited noncareer appointment) Health practitioner Regional medical technologist Regional medical officer Regional medical officer/psychiatrist Office management specialist Diplomatic courier Security engineering officer Security protective specialist (limited noncareer appointment) Security technical specialist Diplomatic Security Service special agent In extremely rare cases when no Foreign Service specialists are available, non-career appointees can be considered for entry as FS specialists, providing they meet rigorous standards expected of career members of the Service. Limited noncareer appointees are not officially part of the Foreign Service and must leave anytime a career person becomes available for their positions. This is a legal requirement negotiated with various labor organizations. == Allowances and benefits == (1) Foreign Travel Per Diem Allowances: The foreign travel per diem allowances provide for lodging, meals, and incidental expenses when an employee is on temporary duty overseas. While the Office of Allowances is responsible for setting foreign per diem rates, per diem travel policy, both foreign and domestic, is governed by the Federal Travel Regulation (FTR) and not by the DSSR. Employees should check their individual agency’s implementing regulations also. The FTR can be found on the General Services Administration’s website at https://www.gsa.gov/travel/plan-book/per-diem-rates?gsaredirect=perdiemrates. (2) Cost-of-Living Allowances: The cost-of-living allowances are those allowances that are designed to reimburse employees for certain excess costs that they incur as a result of their employment overseas. This group includes the Post Allowance (more commonly referred to as the COLA), Foreign Transfer Allowance, Home Service Transfer Allowance, Separate Maintenance Allowance, Education Allowance, and Educational Travel. Cost-of-living allowances are not considered a part of taxable income. (3) Recruitment and Retention Incentives: These allowances are designed to recruit employees to posts where living conditions may be difficult or dangerous. Post Hardship Differential, Danger Pay, and Difficult-to-Staff Incentive Differential (also known as Service-Needs Differential) are all considered recruitment and retention allowances. They are included in taxable income. Eligibility for full retirement benefits with 20 years of service if age 50 or older. Foreign Service pension equal to 1.7% high three years average salary times the number of years served up to 20 years, 1% for each year above 20. (4) Quarters Allowances: Quarters Allowances, which include the Living Quarters Allowance, Temporary Quarters Subsistence Allowance, and Extraordinary Quarters Allowance, are intended to reimburse employees for substantially all housing costs, either temporary or permanent, at overseas posts where government housing is not provided. These allowances are not included in taxable income. (5) Other Allowances: Other allowances include ORE (Official Residence Expense), Representation Allowance, evacuation-related payments, and Advance of Pay. == See also == Foreign Service Officer United States Foreign Service United States Department of State == References == == External links == Foreign Service Specialist Careers site at the State Department --- SEMANTIC NEIGHBORS (5) --- Title: Investor relations (similarity: 0.5333) URL: https://en.wikipedia.org/wiki/Investor_relations QID: Q745129 Extract: Investor relations (IR) is a "strategic management responsibility that is capable of integrating finance, communication, marketing and securities law compliance to enable the most effective two-way communication between a company, the financial community, and other constituencies, which ultimately c Title: List of labor unions in the United States (similarity: 0.4706) URL: https://en.wikipedia.org/wiki/List_of_labor_unions_in_the_United_States QID: Q6643858 Extract: Unions exist to represent the interests of workers, who form the membership. Under US labor law, the National Labor Relations Act 1935 is the primary statute which gives US unions rights. The rights of members are governed by the Labor Management Reporting and Disclosure Act of 1959. List Below Title: Sharon Prost (similarity: 0.4103) URL: https://en.wikipedia.org/wiki/Sharon_Prost QID: Q7490183 Extract: Sharon Prost is a United States circuit judge of the United States Court of Appeals for the Federal Circuit. Title: Ginni Thomas (similarity: 0.1026) URL: https://en.wikipedia.org/wiki/Ginni_Thomas QID: Q7934359 Extract: Virginia Thomas is an American conservative activist. In 1987, she married Clarence Thomas, who became an associate justice of the Supreme Court of the United States in 1991. Her activism has drawn scrutiny since spouses of Supreme Court justices typically avoid engaging in political activity. Title: American Labor Party (similarity: 0.3404) URL: https://en.wikipedia.org/wiki/American_Labor_Party QID: Q4744300 Extract: The American Labor Party (ALP) was a political party in the United States established in 1936 that was active almost exclusively in the state of New York. The organization was founded by labor leaders and former members of the Socialist Party of America who had established themselves as the Social D
model_pass1 : claude-sonnet-4-20250514
model_pass2 : claude-haiku-4-5-20251001
inference_confidence : high
confidence_notes : High confidence based on comprehensive O*NET data including detailed work activities, skills, knowledge areas, and wage information. Strong evidence from related occupations and clear educational requirements support the analysis.
inferred_at : 2026-06-03T13:15:06.810391+00:00
tokens_input : 4,668
tokens_output : 4,505
cost_usd : $0.050027
wikipedia_used : False
wikipedia_title : Foreign Service specialist
wikipedia_note : The Wikipedia match for Foreign Service specialist is not relevant to labor relations work, focusing instead on diplomatic careers. No suitable Wikipedia article exists for labor relations specialists specifically.
--- PROSE FIELDS ---
ROLE SUMMARY:
Labor Relations Specialists serve as intermediaries between employers and employees, specializing in resolving workplace disputes, negotiating collective bargaining agreements, and managing grievance procedures. They combine deep knowledge of labor law, human resources practices, and negotiation techniques to facilitate productive labor-management relationships. These professionals play a critical role in maintaining workplace harmony while ensuring compliance with employment contracts and regulations.
DAY IN THE LIFE:
A typical day involves reviewing union complaints and grievances to assess their validity, often requiring careful analysis of contract language and employment policies. They spend significant time in meetings and negotiations, whether drafting contract proposals, presenting positions during arbitration hearings, or facilitating discussions between union representatives and management. Much of their work centers on investigating workplace issues, gathering evidence for disciplinary hearings, and preparing witnesses for testimony. They regularly communicate with various stakeholders including union officials, company executives, and government representatives to discuss labor relations matters and compliance requirements. Documentation is a constant activity, as they must maintain detailed records of negotiations, agreements, and dispute resolutions while ensuring all actions align with established labor laws and contractual obligations.
WHO THRIVES:
Successful labor relations specialists possess exceptional communication and interpersonal skills, as evidenced by the high importance ratings for active listening (4.4), speaking (4.2), and oral expression abilities (4.2). They excel at managing conflict and finding common ground, requiring strong emotional intelligence and the ability to remain calm under pressure with high dependability (8.0) and self-control (4.0) work styles. The role demands analytical thinkers who can interpret complex legal documents and contractual language, supported by critical thinking skills (4.0) and deductive reasoning abilities (3.8). These professionals must be detail-oriented (7.0) and maintain the highest standards of integrity (6.0), as they often handle sensitive information and must be trusted by all parties. Social orientation (5.0) is essential for building relationships across diverse stakeholder groups and facilitating productive negotiations.
CAREER ENTRY:
The field typically requires a bachelor's degree, with 33.3% of practitioners holding this credential, though some enter with associate's degrees (9.5%) or some college coursework (9.5%). Common academic backgrounds include human resources, business administration, labor relations, or law, providing foundational knowledge in personnel practices, employment law, and organizational management. Entry-level positions often involve supporting senior specialists in contract administration, grievance processing, or research activities. Many professionals gain experience in human resources departments, union organizations, or government agencies before specializing in labor relations.
CAREER TRAJECTORY:
Labor relations specialists can advance to senior specialist roles with responsibility for more complex negotiations and high-stakes disputes. Natural progression paths include moving into human resources management positions, compliance management roles, or specialized consulting practices. Some professionals transition to arbitration and mediation careers, leveraging their dispute resolution experience. Others may pursue advanced degrees in law or labor relations to become employment attorneys or executive-level human resources leaders within organizations.
MARKET INTELLIGENCE:
The field employs 64,810 professionals with a median annual salary of $95,420 according to BLS OEWS May 2025, ranging from $50,490 at the 10th percentile to $156,180 at the 90th percentile. Geographic variation is substantial, with New Jersey offering the highest compensation at $118,370 compared to Alabama's $48,120, representing a 2.46x difference. The majority of employment (50,570 positions) is concentrated in Other Services sectors, with additional opportunities in government (2,320) and corporate management (2,190). Job Zone 4 classification indicates considerable preparation is needed, reflecting the specialized knowledge and skills required. The field shows stability given its regulatory nature and the ongoing need for labor-management relations across industries.
AUTOMATION OUTLOOK:
Labor relations work has moderate automation resistance due to its heavy reliance on complex human interactions and judgment-based decision making. The core activities of resolving conflicts and negotiating (importance 4.5, level 6.3) require emotional intelligence, cultural sensitivity, and nuanced understanding of human motivations that AI cannot fully replicate. However, routine documentation, contract analysis, and compliance monitoring tasks may become increasingly automated, potentially reshaping but not eliminating the role.
--- REASONED EDGES ---
[career_pathway] Arbitrators, Mediators, and Conciliators (23-1022.00) — confidence:high
reasoning: Both roles share identical core work activities in conflict resolution and negotiation with overlapping skills in persuasion and social perceptiveness.
data: Resolving Conflicts and Negotiating importance 4.5
data: Persuasion skill level 4.4
data: Related occupation primary-short
[skill_overlap] Human Resources Specialists (13-1071.00) — confidence:high
reasoning: Shared expertise in Personnel and Human Resources knowledge (4.0 importance) and identical focus on establishing interpersonal relationships and evaluating compliance.
data: Personnel and Human Resources knowledge level 4.9
data: Establishing Interpersonal Relationships importance 4.2
data: Related occupation primary-short
[knowledge_overlap] Lawyers (23-1011.00) — confidence:medium
reasoning: Both require significant Law and Government knowledge (3.6 importance) and involve preparing evidence for legal proceedings and interpreting contractual agreements.
data: Law and Government knowledge level 4.1
data: Prepare evidence for disciplinary hearings task
data: Related occupation primary-long
[task_similarity] Equal Opportunity Representatives and Officers (13-1041.03) — confidence:high
reasoning: Both roles focus on evaluating personnel practices for regulatory compliance and investigating workplace complaints with similar attention to detail requirements.
data: Evaluate compliance with standards work activity 4.0
data: Attention to Detail work style 7.0
data: Related occupation primary-short
[career_pathway] Human Resources Managers (11-3121.00) — confidence:high
reasoning: Natural advancement path sharing Personnel and Human Resources knowledge base with escalating management responsibilities in employee relations.
data: Personnel and Human Resources knowledge 4.0 importance
data: Job Zone 4 preparation level
data: Related occupation primary-short
[riasec_cluster] Compensation, Benefits, and Job Analysis Specialists (13-1141.00) — confidence:medium
reasoning: Both roles exhibit high Enterprising (5.65) and Conventional (4.61) RIASEC profiles focused on business systems and organizational processes.
data: Enterprising RIASEC score 5.65
data: Personnel practices knowledge overlap
data: Related occupation primary-short
--- NORMALIZER SIGNALS ---
match_keywords : ['labor relations', 'collective bargaining', 'union relations', 'employee relations', 'grievance specialist', 'contract negotiator', 'arbitration specialist', 'workplace disputes']
exclude_keywords : ['payroll', 'recruiting', 'benefits administration', 'training coordinator', 'safety specialist']
title_patterns : ['Labor Relations', 'Employee Relations', 'Union Relations', 'Collective Bargaining', 'Grievance']
common_variations: ['Employee Relations Specialist', 'Labor Relations Representative', 'Union Relations Coordinator', 'Collective Bargaining Specialist', 'Grievance Specialist', 'Contract Negotiator', 'Labor Relations Analyst', 'Employee Relations Business Partner']
total_terms : 40 top_words : ['tendency', 'others', 'service', 'foreign', 'management', 'equipment', 'relations', 'collective', 'bargaining', 'agreements', 'human', 'resources', 'principles', 'officer', 'allowances', 'activities', 'personnel', 'includes', 'control', 'specialists'] source_layers : onet_tasks | onet_dimensions | dwas | wikipedia | inference TERM COUNT FREQ DOMINANT SOURCE SOURCE BREAKDOWN ────────────────────────────────────────────────────────────────────────────────────────── tendency 42 0.01256 onet_dimensions onet_dimensions:100% others 40 0.01196 onet_dimensions onet_dimensions:95% dwas:2% inference:2% service 27 0.00807 wikipedia wikipedia:89% onet_dimensions:7% inference:4% foreign 26 0.00777 wikipedia wikipedia:88% onet_dimensions:8% inference:4% management 23 0.00688 onet_dimensions onet_dimensions:30% inference:30% wikipedia:26% equipment 23 0.00688 onet_dimensions onet_dimensions:100% relations 21 0.00628 inference inference:52% onet_tasks:29% wikipedia:14% collective 19 0.00568 dwas dwas:53% onet_tasks:42% inference:5% bargaining 19 0.00568 dwas dwas:53% onet_tasks:42% inference:5% agreements 18 0.00538 dwas dwas:67% onet_tasks:22% inference:11% human 17 0.00508 onet_dimensions onet_dimensions:41% inference:41% wikipedia:12% resources 16 0.00479 onet_dimensions onet_dimensions:56% inference:31% dwas:6% principles 16 0.00479 onet_dimensions onet_dimensions:100% officer 15 0.00449 wikipedia wikipedia:100% allowances 15 0.00449 wikipedia wikipedia:100% activities 13 0.00389 onet_dimensions onet_dimensions:69% onet_tasks:15% inference:15% personnel 13 0.00389 dwas dwas:38% onet_dimensions:31% wikipedia:23% includes 13 0.00389 onet_dimensions onet_dimensions:92% wikipedia:8% control 13 0.00389 onet_dimensions onet_dimensions:92% inference:8% specialists 13 0.00389 wikipedia wikipedia:62% inference:38% practices 12 0.00359 dwas dwas:42% inference:25% onet_tasks:17% objects 12 0.00359 onet_dimensions onet_dimensions:100% united 12 0.00359 wikipedia wikipedia:100% states 12 0.00359 wikipedia wikipedia:100% government 11 0.00329 onet_tasks onet_tasks:36% onet_dimensions:27% inference:27% procedures 11 0.00329 onet_dimensions onet_dimensions:73% onet_tasks:18% inference:9% actions 11 0.00329 onet_dimensions onet_dimensions:73% onet_tasks:9% wikipedia:9% techniques 11 0.00329 onet_dimensions onet_dimensions:91% inference:9% ideas 11 0.00329 onet_dimensions onet_dimensions:100% arrange 11 0.00329 dwas dwas:91% onet_dimensions:9% services 10 0.00299 onet_dimensions onet_dimensions:60% wikipedia:30% inference:10% standards 10 0.00299 onet_dimensions onet_dimensions:80% wikipedia:10% inference:10% career 10 0.00299 wikipedia wikipedia:90% onet_dimensions:10% materials 10 0.00299 onet_dimensions onet_dimensions:100% body 10 0.00299 onet_dimensions onet_dimensions:100% orientation 10 0.00299 onet_dimensions onet_dimensions:90% inference:10% specialist 10 0.00299 wikipedia wikipedia:80% inference:20% contract 9 0.00269 onet_tasks onet_tasks:56% inference:44% negotiations 9 0.00269 onet_tasks onet_tasks:56% inference:44% rules 9 0.00269 onet_dimensions onet_dimensions:89% onet_tasks:11%