[Core] [97% incumbents] Diagnose problems involving wind turbine generators or control systems.
  DWAs: Repair green energy equipment or systems.

[Core] [97% incumbents] Test electrical components of wind systems with devices, such as voltage testers, multimeters, oscilloscopes, infrared testers, or fiber optic equipment.
  DWAs: Test electrical circuits or components for proper functioning.

[Core] [97% incumbents] Start or restart wind turbine generator systems to ensure proper operations.
  DWAs: Test mechanical equipment to ensure proper functioning.

[Core] [97% incumbents] Climb wind turbine towers to inspect, maintain, or repair equipment.
  DWAs: Climb equipment or structures to access work areas.

[Core] [97% incumbents] Maintain tool and spare parts inventories required for repair, installation, or replacement services.
  DWAs: Maintain inventories of materials, equipment, or products.

[Core] [97% incumbents] Test structures, controls, or mechanical, hydraulic, or electrical systems, according to test plans or in coordination with engineers.
  DWAs: Test electrical equipment or systems to ensure proper functioning. | Test mechanical systems to ensure proper functioning.

[Supplemental] [97% incumbents] Inspect or repair fiberglass turbine blades.
  DWAs: Inspect mechanical equipment to locate damage, defects, or wear. | Repair green energy equipment or systems.

[Core] [96% incumbents] Perform routine maintenance on wind turbine equipment, underground transmission systems, wind fields substations, or fiber optic sensing and control systems.
  DWAs: Maintain work equipment or machinery.

[Supplemental] [96% incumbents] Assist in assembly of individual wind generators or construction of wind farms.
  DWAs: Assemble structural components.

[Core] [95% incumbents] Troubleshoot or repair mechanical, hydraulic, or electrical malfunctions related to variable pitch systems, variable speed control systems, converter systems, or related components.
  DWAs: Troubleshoot equipment or systems operation problems. | Repair green energy equipment or systems.

[Core] [95% incumbents] Train end-users, distributors, installers, or other technicians in wind commissioning, testing, or other technical procedures.
  DWAs: Train others in operational procedures. | Train customers in the use of products.

[Core] [95% incumbents] Collect turbine data for testing or research and analysis.
  DWAs: Measure equipment outputs.

--- SKILLS ---
  Critical Thinking (imp:3.50 lvl:3.12) — Using logic and reasoning to identify the strengths and weaknesses of alternativ
  Reading Comprehension (imp:3.25 lvl:3.25) — Understanding written sentences and paragraphs in work-related documents.
  Monitoring (imp:3.25 lvl:3.12) — Monitoring/Assessing performance of yourself, other individuals, or organization
  Active Listening (imp:3.12 lvl:3.12) — Giving full attention to what other people are saying, taking time to understand
  Speaking (imp:3.12 lvl:3.00) — Talking to others to convey information effectively.
  Active Learning (imp:3.12 lvl:3.12) — Understanding the implications of new information for both current and future pr
  Learning Strategies (imp:3.00 lvl:3.00) — Selecting and using training/instructional methods and procedures appropriate fo
  Writing (imp:2.88 lvl:2.75) — Communicating effectively in writing as appropriate for the needs of the audienc
  Mathematics (imp:2.12 lvl:2.75) — Using mathematics to solve problems.
  Science (imp:2.00 lvl:2.00) — Using scientific rules and methods to solve problems.

--- KNOWLEDGE ---
  Mechanical (imp:4.54 lvl:5.86) — Knowledge of machines and tools, including their designs, uses, repair, and main
  Computers and Electronics (imp:4.15 lvl:4.90) — Knowledge of circuit boards, processors, chips, electronic equipment, and comput
  English Language (imp:3.97 lvl:3.63) — Knowledge of the structure and content of the English language including the mea
  Public Safety and Security (imp:3.73 lvl:3.87) — Knowledge of relevant equipment, policies, procedures, and strategies to promote
  Engineering and Technology (imp:3.69 lvl:4.10) — Knowledge of the practical application of engineering science and technology. Th
  Education and Training (imp:3.34 lvl:3.88) — Knowledge of principles and methods for curriculum and training design, teaching
  Administration and Management (imp:3.32 lvl:3.07) — Knowledge of business and management principles involved in strategic planning, 
  Building and Construction (imp:3.25 lvl:4.18) — Knowledge of materials, methods, and the tools involved in the construction or r
  Mathematics (imp:3.25 lvl:3.72) — Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their appl
  Physics (imp:3.09 lvl:3.60) — Knowledge and prediction of physical principles, laws, their interrelationships,
  Administrative (imp:2.97 lvl:3.79) — Knowledge of administrative and office procedures and systems such as word proce
  Customer and Personal Service (imp:2.88 lvl:2.53) — Knowledge of principles and processes for providing customer and personal servic
  Telecommunications (imp:2.85 lvl:2.90) — Knowledge of transmission, broadcasting, switching, control, and operation of te
  Transportation (imp:2.76 lvl:2.84) — Knowledge of principles and methods for moving people or goods by air, rail, sea
  Production and Processing (imp:2.63 lvl:2.85) — Knowledge of raw materials, production processes, quality control, costs, and ot
  Design (imp:2.59 lvl:2.73) — Knowledge of design techniques, tools, and principles involved in production of 
  Personnel and Human Resources (imp:2.52 lvl:2.40) — Knowledge of principles and procedures for personnel recruitment, selection, tra
  Economics and Accounting (imp:2.38 lvl:1.94) — Knowledge of economic and accounting principles and practices, the financial mar
  Law and Government (imp:2.28 lvl:1.91) — Knowledge of laws, legal codes, court procedures, precedents, government regulat
  Geography (imp:2.25 lvl:2.21) — Knowledge of principles and methods for describing the features of land, sea, an
  Medicine and Dentistry (imp:2.15 lvl:1.80) — Knowledge of the information and techniques needed to diagnose and treat human i
  Psychology (imp:2.06 lvl:2.40) — Knowledge of human behavior and performance; individual differences in ability, 
  Chemistry (imp:1.95 lvl:2.37) — Knowledge of the chemical composition, structure, and properties of substances a
  Communications and Media (imp:1.83 lvl:1.31) — Knowledge of media production, communication, and dissemination techniques and m
  Sales and Marketing (imp:1.73 lvl:1.36) — Knowledge of principles and methods for showing, promoting, and selling products
  Foreign Language (imp:1.70 lvl:1.35) — Knowledge of the structure and content of a foreign (non-English) language inclu
  Therapy and Counseling (imp:1.42 lvl:0.98) — Knowledge of principles, methods, and procedures for diagnosis, treatment, and r
  Food Production (imp:1.41) — Knowledge of techniques and equipment for planting, growing, and harvesting food
  History and Archeology (imp:1.41) — Knowledge of historical events and their causes, indicators, and effects on civi
  Biology (imp:1.35 lvl:0.55) — Knowledge of plant and animal organisms, their tissues, cells, functions, interd
  Sociology and Anthropology (imp:1.34 lvl:0.65) — Knowledge of group behavior and dynamics, societal trends and influences, human 
  Philosophy and Theology (imp:1.30) — Knowledge of different philosophical systems and religions. This includes their 
  Fine Arts (imp:1.17 lvl:0.23) — Knowledge of the theory and techniques required to compose, produce, and perform

--- ABILITIES ---
  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
  Oral Comprehension (imp:3.75 lvl:4.00) — The ability to listen to and understand information and ideas presented through 
  Finger Dexterity (imp:3.75 lvl:3.50) — The ability to make precisely coordinated movements of the fingers of one or bot
  Near Vision (imp:3.75 lvl:3.88) — The ability to see details at close range (within a few feet of the observer).
  Deductive Reasoning (imp:3.62 lvl:3.88) — The ability to apply general rules to specific problems to produce answers that 
  Arm-Hand Steadiness (imp:3.62 lvl:3.38) — The ability to keep your hand and arm steady while moving your arm or while hold
  Manual Dexterity (imp:3.62 lvl:3.12) — The ability to quickly move your hand, your hand together with your arm, or your
  Written Comprehension (imp:3.25 lvl:3.25) — The ability to read and understand information and ideas presented in writing.
  Oral Expression (imp:3.25 lvl:3.62) — The ability to communicate information and ideas in speaking so others will unde
  Inductive Reasoning (imp:3.25 lvl:3.12) — The ability to combine pieces of information to form general rules or conclusion
  Information Ordering (imp:3.25 lvl:3.25) — The ability to arrange things or actions in a certain order or pattern according
  Visualization (imp:3.25 lvl:3.62) — The ability to imagine how something will look after it is moved around or when 
  Control Precision (imp:3.25 lvl:3.88) — The ability to quickly and repeatedly adjust the controls of a machine or a vehi
  Multilimb Coordination (imp:3.25 lvl:3.62) — The ability to coordinate two or more limbs (for example, two arms, two legs, or
  Category Flexibility (imp:3.12 lvl:3.12) — The ability to generate or use different sets of rules for combining or grouping
  Flexibility of Closure (imp:3.12 lvl:3.38) — The ability to identify or detect a known pattern (a figure, object, word, or so
  Perceptual Speed (imp:3.12 lvl:3.12) — The ability to quickly and accurately compare similarities and differences among
  Selective Attention (imp:3.12 lvl:3.12) — The ability to concentrate on a task over a period of time without being distrac
  Dynamic Strength (imp:3.12 lvl:3.25) — The ability to exert muscle force repeatedly or continuously over time. This inv
  Trunk Strength (imp:3.12 lvl:3.25) — The ability to use your abdominal and lower back muscles to support part of the 
  Extent Flexibility (imp:3.12 lvl:3.88) — The ability to bend, stretch, twist, or reach with your body, arms, and/or legs.
  Gross Body Equilibrium (imp:3.12 lvl:3.00) — The ability to keep or regain your body balance or stay upright when in an unsta
  Far Vision (imp:3.12 lvl:3.38) — The ability to see details at a distance.
  Written Expression (imp:3.00 lvl:2.88) — The ability to communicate information and ideas in writing so others will under
  Reaction Time (imp:3.00 lvl:3.00) — The ability to quickly respond (with the hand, finger, or foot) to a signal (sou
  Static Strength (imp:3.00 lvl:3.12) — The ability to exert maximum muscle force to lift, push, pull, or carry objects.
  Stamina (imp:3.00 lvl:3.00) — The ability to exert yourself physically over long periods of time without getti
  Auditory Attention (imp:3.00 lvl:3.00) — The ability to focus on a single source of sound in the presence of other distra
  Speech Recognition (imp:3.00 lvl:3.00) — The ability to identify and understand the speech of another person.
  Speech Clarity (imp:3.00 lvl:3.00) — The ability to speak clearly so others can understand you.
  Time Sharing (imp:2.88 lvl:3.12) — The ability to shift back and forth between two or more activities or sources of
  Response Orientation (imp:2.88 lvl:2.88) — The ability to choose quickly between two or more movements in response to two o
  Gross Body Coordination (imp:2.88 lvl:2.88) — The ability to coordinate the movement of your arms, legs, and torso together wh
  Visual Color Discrimination (imp:2.88 lvl:3.12) — The ability to match or detect differences between colors, including shades of c
  Depth Perception (imp:2.88 lvl:2.88) — The ability to judge which of several objects is closer or farther away from you
  Hearing Sensitivity (imp:2.88 lvl:3.00) — The ability to detect or tell the differences between sounds that vary in pitch 
  Fluency of Ideas (imp:2.75 lvl:3.12) — The ability to come up with a number of ideas about a topic (the number of ideas
  Originality (imp:2.75 lvl:2.88) — The ability to come up with unusual or clever ideas about a given topic or situa
  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:2.75) — The ability to quickly make sense of, combine, and organize information into mea
  Rate Control (imp:2.25 lvl:2.12) — The ability to time your movements or the movement of a piece of equipment in an
  Wrist-Finger Speed (imp:2.25 lvl:2.12) — The ability to make fast, simple, repeated movements of the fingers, hands, and 
  Mathematical Reasoning (imp:2.12 lvl:2.25) — The ability to choose the right mathematical methods or formulas to solve a prob
  Number Facility (imp:2.12 lvl:2.25) — The ability to add, subtract, multiply, or divide quickly and correctly.
  Glare Sensitivity (imp:2.12 lvl:2.38) — The ability to see objects in the presence of a glare or bright lighting.
  Spatial Orientation (imp:2.00 lvl:1.88) — The ability to know your location in relation to the environment or to know wher
  Peripheral Vision (imp:2.00 lvl:1.62) — The ability to see objects or movement of objects to one's side when the eyes ar
  Sound Localization (imp:2.00 lvl:2.00) — The ability to tell the direction from which a sound originated.
  Speed of Limb Movement (imp:1.88 lvl:1.75) — The ability to quickly move the arms and legs.
  Dynamic Flexibility (imp:1.75 lvl:0.75) — The ability to quickly and repeatedly bend, stretch, twist, or reach out with yo
  Explosive Strength (imp:1.62 lvl:0.88) — The ability to use short bursts of muscle force to propel oneself (as in jumping
  Night Vision (imp:1.62 lvl:0.75) — The ability to see under low-light conditions.

--- WORK ACTIVITIES ---
  Repairing and Maintaining Mechanical Equipment (imp:4.87 lvl:6.01) — Servicing, repairing, adjusting, and testing machines, devices, moving parts, an
  Repairing and Maintaining Electronic Equipment (imp:4.80 lvl:5.88) — Servicing, repairing, calibrating, regulating, fine-tuning, or testing machines,
  Inspecting Equipment, Structures, or Materials (imp:4.66 lvl:4.79) — Inspecting equipment, structures, or materials to identify the cause of errors o
  Controlling Machines and Processes (imp:4.63 lvl:5.80) — Using either control mechanisms or direct physical activity to operate machines 
  Handling and Moving Objects (imp:4.47 lvl:6.06) — Using hands and arms in handling, installing, positioning, and moving materials,
  Performing General Physical Activities (imp:4.46 lvl:6.30) — Performing general physical activities includes doing activities that require co
  Making Decisions and Solving Problems (imp:4.33 lvl:3.92) — Analyzing information and evaluating results to choose the best solution and sol
  Operating Vehicles, Mechanized Devices, or Equipment (imp:4.28 lvl:3.93) — Running, maneuvering, navigating, or driving vehicles or mechanized equipment, s
  Getting Information (imp:4.20 lvl:3.36) — Observing, receiving, and otherwise obtaining information from all relevant sour
  Communicating with Supervisors, Peers, or Subordinates (imp:4.15 lvl:4.81) — Providing information to supervisors, co-workers, and subordinates by telephone,
  Evaluating Information to Determine Compliance with Standards (imp:4.11 lvl:3.65) — Using relevant information and individual judgment to determine whether events o
  Organizing, Planning, and Prioritizing Work (imp:4.11 lvl:4.58) — Developing specific goals and plans to prioritize, organize, and accomplish your
  Processing Information (imp:4.01 lvl:3.93) — Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying
  Training and Teaching Others (imp:4.01 lvl:3.87) — Identifying the educational needs of others, developing formal educational or tr
  Identifying Objects, Actions, and Events (imp:4.00 lvl:3.86) — Identifying information by categorizing, estimating, recognizing differences or 
  Documenting/Recording Information (imp:3.99 lvl:4.09) — Entering, transcribing, recording, storing, or maintaining information in writte
  Updating and Using Relevant Knowledge (imp:3.92 lvl:4.65) — Keeping up-to-date technically and applying new knowledge to your job.
  Monitoring Processes, Materials, or Surroundings (imp:3.89 lvl:4.75) — Monitoring and reviewing information from materials, events, or the environment,
  Working with Computers (imp:3.89 lvl:3.70) — Using computers and computer systems (including hardware and software) to progra
  Analyzing Data or Information (imp:3.82 lvl:3.67) — Identifying the underlying principles, reasons, or facts of information by break
  Developing and Building Teams (imp:3.47 lvl:3.50) — Encouraging and building mutual trust, respect, and cooperation among team membe
  Estimating the Quantifiable Characteristics of Products, Events, or Information (imp:3.42 lvl:3.25) — Estimating sizes, distances, and quantities; or determining time, costs, resourc
  Coordinating the Work and Activities of Others (imp:3.39 lvl:3.87) — Getting members of a group to work together to accomplish tasks.
  Developing Objectives and Strategies (imp:3.27 lvl:2.74) — Establishing long-range objectives and specifying the strategies and actions to 
  Judging the Qualities of Objects, Services, or People (imp:3.26 lvl:3.73) — Assessing the value, importance, or quality of things or people.
  Assisting and Caring for Others (imp:3.24 lvl:3.75) — Providing personal assistance, medical attention, emotional support, or other pe
  Guiding, Directing, and Motivating Subordinates (imp:3.23 lvl:3.05) — Providing guidance and direction to subordinates, including setting performance 
  Establishing and Maintaining Interpersonal Relationships (imp:3.21 lvl:4.39) — Developing constructive and cooperative working relationships with others, and m
  Interpreting the Meaning of Information for Others (imp:3.17 lvl:3.35) — Translating or explaining what information means and how it can be used.
  Coaching and Developing Others (imp:3.16 lvl:4.00) — Identifying the developmental needs of others and coaching, mentoring, or otherw
  Performing Administrative Activities (imp:3.14 lvl:2.84) — Performing day-to-day administrative tasks such as maintaining information files
  Scheduling Work and Activities (imp:3.08 lvl:3.31) — Scheduling events, programs, and activities, as well as the work of others.
  Thinking Creatively (imp:3.07 lvl:3.85) — Developing, designing, or creating new applications, ideas, relationships, syste
  Resolving Conflicts and Negotiating with Others (imp:2.83 lvl:3.26) — Handling complaints, settling disputes, and resolving grievances and conflicts, 
  Providing Consultation and Advice to Others (imp:2.83 lvl:3.01) — Providing guidance and expert advice to management or other groups on technical,
  Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment (imp:2.77 lvl:3.36) — Providing documentation, detailed instructions, drawings, or specifications to t
  Monitoring and Controlling Resources (imp:2.69 lvl:2.95) — Monitoring and controlling resources and overseeing the spending of money.
  Communicating with People Outside the Organization (imp:2.38 lvl:2.41) — Communicating with people outside the organization, representing the organizatio
  Staffing Organizational Units (imp:1.97 lvl:1.39) — Recruiting, interviewing, selecting, hiring, and promoting employees in an organ
  Selling or Influencing Others (imp:1.76 lvl:1.59) — Convincing others to buy merchandise/goods or to otherwise change their minds or
  Performing for or Working Directly with the Public (imp:1.39 lvl:0.67) — Performing for people or dealing directly with the public. This includes serving

--- WORK STYLES ---
  Dependability (imp:5.00) — A tendency to be reliable, responsible, and consistent in meeting work-related o
  Attention to Detail (imp:4.00) — A tendency to be detail-oriented, organized, and thorough in completing work.
  Cautiousness (imp:3.00) — A tendency to be careful, deliberate, and risk-avoidant when making work-related
  Dependability (imp:2.65) — A tendency to be reliable, responsible, and consistent in meeting work-related o
  Cautiousness (imp:2.47) — A tendency to be careful, deliberate, and risk-avoidant when making work-related
  Attention to Detail (imp:2.44) — A tendency to be detail-oriented, organized, and thorough in completing work.
  Perseverance (imp:2.15) — A tendency to exhibit determination and resolve to perform or complete tasks in 
  Adaptability (imp:2.02) — A tendency to be open to and comfortable with change, new experiences, or ideas 
  Adaptability (imp:2.00) — A tendency to be open to and comfortable with change, new experiences, or ideas 
  Stress Tolerance (imp:1.83) — A tendency to cope and function effectively in stressful situations at work.
  Integrity (imp:1.70) — A tendency to be honest and ethical at work.
  Achievement Orientation (imp:1.63) — A tendency to establish and maintain personally challenging work-related goals, 
  Self-Control (imp:1.40) — A tendency to remain calm and composed and to manage emotions effectively in res
  Intellectual Curiosity (imp:1.38) — A tendency to seek out and acquire new work-related knowledge and obtain a deep 
  Initiative (imp:1.35) — A tendency to be proactive and take on extra responsibilities and tasks that may
  Self-Confidence (imp:1.26) — A tendency to believe in one's work-related capabilities and ability to control 
  Innovation (imp:1.12) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on 
  Tolerance for Ambiguity (imp:1.12) — A tendency to be comfortable with ambiguity and uncertainty at work.
  Perseverance (imp:1.00) — A tendency to exhibit determination and resolve to perform or complete tasks in 
  Cooperation (imp:0.95) — A tendency to be pleasant, helpful, and willing to assist others at work.
  Optimism (imp:0.56) — A tendency to exhibit a positive attitude and positive emotions at work, even un
  Sincerity (imp:0.53) — A tendency to be genuine and sincere in interactions with others at work, withou
  Social Orientation (imp:0.20) — A tendency to seek out, enjoy, and be energized by social interaction at work.
  Humility (imp:0.15) — A tendency to be modest and humble when interacting with others at work.
  Leadership Orientation (imp:0.12) — A tendency to lead, take charge, offer opinions, and provide direction 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
  Self-Confidence () — A tendency to believe in one's work-related capabilities and ability to control 
  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
  Social Orientation () — A tendency to seek out, enjoy, and be energized by social interaction at work.
  Integrity () — A tendency to be honest and ethical at work.
  Stress Tolerance () — A tendency to cope and function effectively in stressful situations at work.
  Self-Control () — A tendency to remain calm and composed and to manage emotions effectively in res
  Empathy (imp:-0.08) — A tendency to show concern for others and be sensitive to others' needs and feel

--- TRANSFERABLE SKILLS ---
  Operations Monitoring (imp:4.00 lvl:3.25) — Watching gauges, dials, or other indicators to make sure a machine is working pr
  Equipment Maintenance (imp:4.00 lvl:3.75) — Performing routine maintenance on equipment and determining when and what kind o
  Troubleshooting (imp:4.00 lvl:4.00) — Determining causes of operating errors and deciding what to do about it.
  Repairing (imp:4.00 lvl:3.88) — Repairing machines or systems using the needed tools.
  Complex Problem Solving (imp:3.25 lvl:3.00) — Identifying complex problems and reviewing related information to develop and ev
  Quality Control Analysis (imp:3.25 lvl:3.12) — Conducting tests and inspections of products, services, or processes to evaluate
  Operation and Control (imp:3.12 lvl:3.12) — Controlling operations of equipment or systems.
  Judgment and Decision Making (imp:3.12 lvl:3.00) — Considering the relative costs and benefits of potential actions to choose the m
  Systems Analysis (imp:3.12 lvl:3.12) — Determining how a system should work and how changes in conditions, operations, 
  Systems Evaluation (imp:3.12 lvl:3.00) — Identifying measures or indicators of system performance and the actions needed 
  Coordination (imp:3.00 lvl:3.25) — Adjusting actions in relation to others' actions.
  Instructing (imp:3.00 lvl:2.88) — Teaching others how to do something.
  Equipment Selection (imp:3.00 lvl:2.88) — Determining the kind of tools and equipment needed to do a job.
  Time Management (imp:3.00 lvl:2.88) — Managing one's own time and the time of others.
  Social Perceptiveness (imp:2.75 lvl:2.75) — Being aware of others' reactions and understanding why they react as they do.
  Management of Personnel Resources (imp:2.62 lvl:2.50) — Motivating, developing, and directing people as they work, identifying the best 
  Service Orientation (imp:2.25 lvl:2.12) — Actively looking for ways to help people.
  Management of Material Resources (imp:2.25 lvl:2.25) — Obtaining and seeing to the appropriate use of equipment, facilities, and materi
  Negotiation (imp:2.12 lvl:1.88) — Bringing others together and trying to reconcile differences.
  Persuasion (imp:2.00 lvl:1.75) — Persuading others to change their minds or behavior.
  Installation (imp:1.88 lvl:1.12) — Installing equipment, machines, wiring, or programs to meet specifications.
  Technology Design (imp:1.75 lvl:1.50) — Generating or adapting equipment and technology to serve user needs.
  Operations Analysis (imp:1.62 lvl:1.00) — Analyzing needs and product requirements to create a design.
  Programming (imp:1.62 lvl:0.62) — Writing computer programs for various purposes.
  Management of Financial Resources (imp:1.62 lvl:1.00) — Determining how money will be spent to get the work done, and accounting for the

--- NATIONAL WAGES ---
  total_employment : 9,980
  annual_median    : $64,120
  annual_pct10     : $49,230
  annual_pct25     : $58,840
  annual_pct75     : $78,010
  annual_pct90     : $92,460
  annual_mean      : $68,980
  hourly_median    : $30.83

--- GEOGRAPHIC DISPERSION ---
  highest_state    : New York ($81,330)
  lowest_state     : Mississippi ($50,040)
  dispersion_ratio : 1.625x

--- TOP STATES BY WAGE (25 total) ---
  Utilities                                emp:    4,960  median: $  65,300
  Construction                             emp:    2,050  median: $  61,870
  Other Services (except Public Administration) emp:    1,440  median: $  70,670
  Manufacturing                            emp:      430  median: $  77,170
  Professional, Scientific, and Technical Services emp:      380  median: $  69,620
  Wholesale Trade                          emp:       90  median: $  69,200
  Transportation and Warehousing           emp:       80  median: $  45,270
  Management of Companies and Enterprises  emp:       80  median: $  82,440

--- TOP INDUSTRIES BY EMPLOYMENT (8 total) ---
  Utilities                                emp:    4,960  median: $  65,300
  Construction                             emp:    2,050  median: $  61,870
  Other Services (except Public Administration) emp:    1,440  median: $  70,670
  Manufacturing                            emp:      430  median: $  77,170
  Professional, Scientific, and Technical Services emp:      380  median: $  69,620
  Wholesale Trade                          emp:       90  median: $  69,200
  Transportation and Warehousing           emp:       80  median: $  45,270
  Management of Companies and Enterprises  emp:       80  median: $  82,440

exact_match_status : no_exact_match
matched_title      : N/A
match_score        : 0.0000
wikidata_qid       : N/A
word_count         : 0
wikipedia_url      : N/A
license            : CC BY-SA 4.0
fetched_at         : 2026-06-02T23:00:27.576657Z

--- SEMANTIC NEIGHBORS (5) ---

  Title: Crystal Rig Wind Farm (similarity: 0.2264)
  URL: https://en.wikipedia.org/wiki/Crystal_Rig_Wind_Farm
  QID: Q5191333
  Extract: Crystal Rig Wind Farm is an operational onshore wind farm located on the Lammermuir Hills in the Scottish Borders region of Scotland. When phase 1 was completed in May 2004 it was the largest wind farm in Scotland. As a result of 3 extensions it is currently the second largest wind farm in the UK, i

  Title: Offshore wind power (similarity: 0.2745)
  URL: https://en.wikipedia.org/wiki/Offshore_wind_power
  QID: Q61637704
  Extract: Offshore wind power or offshore wind energy is the generation of electricity through wind farms in bodies of water, usually at sea. Due to a lack of obstacles out at sea versus on land, higher wind speeds tend to be observed out at sea, which increases the amount of power that can be generated per w

  Title: History of wind power (similarity: 0.2642)
  URL: https://en.wikipedia.org/wiki/History_of_wind_power
  QID: Q323115
  Extract: Wind power has been used as long as humans have put sails into the wind. Wind-powered machines used to grind grain and pump water — the windmill and wind pump — were developed in what is now Iran, Afghanistan, and Pakistan by the 9th century. Wind power was widely available and not confined to the b

  Title: Hornsea Wind Farm (similarity: 0.2449)
  URL: https://en.wikipedia.org/wiki/Hornsea_Wind_Farm
  QID: Q23013079
  Extract: Hornsea Wind Farm is a Round 3 wind farm which began construction in 2018. Situated in the North Sea 120 km off the east coast of England, the eventual wind farm group is planned to have a total capacity of up to 6 gigawatt (GW).

  Title: Dudgeon Offshore Wind Farm (similarity: 0.2069)
  URL: https://en.wikipedia.org/wiki/Dudgeon_Offshore_Wind_Farm
  QID: Q5311735
  Extract: Dudgeon Offshore Wind Farm is an offshore wind farm 32 km north of Cromer off the coast of Norfolk, in the North Sea, England. It is owned by Dudgeon Offshore Wind Limited (DOW), a subsidiary of Equinor, Masdar and Statkraft. The site is a relatively flat area of seabed between the Cromer Knoll and 

model_pass1          : claude-sonnet-4-20250514
model_pass2          : claude-haiku-4-5-20251001
inference_confidence : high
confidence_notes     : High confidence due to comprehensive O*NET data, specific BLS wage information, and detailed task descriptions. The occupation is well-defined with clear technical requirements and established career pathways within the renewable energy sector.
inferred_at          : 2026-06-04T00:51:10.733325+00:00
tokens_input         : 4,700
tokens_output        : 4,408
cost_usd             : $0.048503
wikipedia_used       : False
wikipedia_title      : None
wikipedia_note       : No exact Wikipedia match found for Wind Turbine Service Technicians specifically. Closest semantic neighbors focused on wind farms and offshore wind power infrastructure rather than the technician occupation itself.

--- PROSE FIELDS ---

ROLE SUMMARY:
Wind Turbine Service Technicians specialize in the inspection, diagnosis, adjustment, and repair of wind turbines, maintaining both electrical and mechanical systems to ensure optimal renewable energy generation. These technicians combine technical expertise with physical capabilities to work on complex equipment often located in challenging environments including climbing towers up to 400 feet tall. The role is critical to the growing renewable energy sector, requiring specialized knowledge of mechanical systems, electronics, and safety protocols.

DAY IN THE LIFE:
A typical day involves climbing wind turbine towers to inspect equipment, using diagnostic tools like voltage testers and multimeters to identify electrical or mechanical malfunctions in generator systems. Technicians perform scheduled maintenance on turbine equipment, troubleshoot hydraulic and electrical issues, and repair components such as fiberglass blades or variable pitch systems. They maintain detailed records of equipment status, coordinate with control systems operators, and ensure spare parts inventories are properly stocked. Safety protocols are paramount given the height and complexity of the work environment, requiring constant attention to weather conditions and proper use of climbing equipment.

WHO THRIVES:
Individuals who excel in this role demonstrate strong problem-solving abilities and mechanical aptitude, comfortable working with both hands-on repairs and electronic diagnostics. The high Realistic RIASEC score (7.00) indicates success for those who prefer practical, physical work with tangible outcomes. Physical fitness and comfort with heights are essential, as is attention to detail given the critical safety implications of turbine operations. Those who thrive tend to be methodical thinkers who can troubleshoot complex systems under pressure while maintaining strict safety standards.

CAREER ENTRY:
Entry typically requires a post-secondary certificate in wind technology, electrical systems, or mechanical maintenance (34.4% of workers), though some enter with a high school diploma (28.7%) and additional technical training. Many programs are offered by community colleges and technical schools, often including manufacturer-specific training from companies like Vestas or General Electric. Apprenticeships and on-the-job training are common pathways, with employers often preferring candidates with basic electrical or mechanical repair experience.

CAREER TRAJECTORY:
Career advancement often leads to senior technician roles, site supervisor positions, or specialization in specific turbine technologies or offshore installations. Some technicians transition to Wind Energy Operations Manager roles, while others move into related renewable energy sectors like solar installation or power plant operations. The growing renewable energy sector provides opportunities for advancement into training roles, quality assurance positions, or technical consulting within the wind energy industry.

MARKET INTELLIGENCE:
According to BLS OEWS May 2025 data, Wind Turbine Service Technicians earn a median annual wage of $64,120 with employment of 9,980 workers nationally, ranging from $49,230 to $92,460 (10th to 90th percentile). Geographic wage variation is significant, with New York offering the highest compensation at $81,330 compared to Mississippi at $50,040, reflecting regional differences in renewable energy development and cost of living. The utilities sector employs the largest share (4,960 workers), followed by construction (2,050) and other services (1,440), indicating strong demand across both operational and installation phases of wind energy projects. Job growth is expected to remain robust as renewable energy mandates and climate policies drive continued wind farm development.

AUTOMATION OUTLOOK:
The hands-on nature of climbing towers, physical inspection, and mechanical repairs provides strong protection against automation, as these activities require human dexterity and problem-solving in unpredictable environments. While diagnostic tools and monitoring systems may become more sophisticated, the core work activities of repairing mechanical equipment (importance 4.9) and handling physical components in challenging outdoor conditions will continue to require human technicians for the foreseeable future.

--- REASONED EDGES ---
  [skill_overlap] Solar Photovoltaic Installers (47-2231.00) — confidence:high
    reasoning: Both roles share high importance in electrical troubleshooting, equipment maintenance, and working with renewable energy systems in outdoor environments.
    data: Shared electrical systems knowledge (4.2 importance)
    data: Both work with renewable energy equipment
    data: Similar safety requirements
  [knowledge_overlap] Electrical and Electronics Repairers, Powerhouse, Substation, and Relay (49-2095.00) — confidence:high
    reasoning: Both require extensive knowledge of electrical systems and mechanical equipment maintenance with similar technical complexity levels.
    data: Mechanical knowledge importance 4.5
    data: Computers and Electronics knowledge 4.2
    data: Repairing electronic equipment activity 4.8
  [riasec_cluster] Power Plant Operators (51-8013.00) — confidence:medium
    reasoning: Both roles demonstrate high Realistic orientation focused on mechanical systems and equipment operation in power generation facilities.
    data: High Realistic RIASEC score 7.00
    data: Similar work with power generation equipment
    data: Controlling machines and processes activity 4.6
  [career_pathway] Wind Energy Operations Managers (11-9199.09) — confidence:high
    reasoning: Direct career progression path from technician to management roles within wind energy operations as cited in related occupations.
    data: Listed as related occupation Primary-Short
    data: Natural supervisory progression
    data: Same industry specialization
  [task_similarity] Geothermal Technicians (49-9099.01) — confidence:medium
    reasoning: Both roles involve maintaining and repairing renewable energy equipment with similar mechanical and electrical troubleshooting requirements.
    data: Both repair green energy equipment
    data: Similar troubleshooting skills importance 4.0
    data: Comparable job zone 3 preparation
  [transferable_skill] Stationary Engineers and Boiler Operators (51-8021.00) — confidence:medium
    reasoning: Operations monitoring, equipment maintenance, and troubleshooting skills are directly transferable between power generation equipment roles.
    data: Operations monitoring transferable skill 4.0
    data: Equipment maintenance skill 4.0
    data: Similar mechanical systems focus

--- NORMALIZER SIGNALS ---
  match_keywords   : ['wind turbine', 'wind energy', 'renewable energy', 'turbine technician', 'wind farm', 'generator maintenance', 'tower climbing', 'wind systems']
  exclude_keywords : ['solar panel', 'hydroelectric', 'nuclear power', 'fossil fuel', 'coal plant']
  title_patterns   : ['Wind Turbine Technician', 'Wind Energy Technician', 'Turbine Service Tech', 'Wind Farm Technician', 'Renewable Energy Tech']
  common_variations: ['Wind Tech', 'Turbine Mechanic', 'Wind Generator Technician', 'Wind Maintenance Specialist', 'Wind Service Technician', 'Offshore Wind Tech', 'Wind Farm Specialist', 'Wind Energy Mechanic']

total_terms    : 40
top_words      : ['wind', 'equipment', 'tendency', 'others', 'mechanical', 'control', 'principles', 'turbine', 'energy', 'electrical', 'repair', 'includes', 'objects', 'problems', 'materials', 'physical', 'ideas', 'activities', 'operations', 'procedures']
source_layers  : onet_tasks | onet_dimensions | dwas | wikipedia | inference

TERM                    COUNT     FREQ  DOMINANT SOURCE      SOURCE BREAKDOWN
──────────────────────────────────────────────────────────────────────────────────────────
wind                       44  0.01601  wikipedia            wikipedia:52%  inference:27%  onet_tasks:20%
equipment                  43  0.01565  onet_dimensions      onet_dimensions:53%  dwas:26%  inference:14%
tendency                   42  0.01528  onet_dimensions      onet_dimensions:100%
others                     40  0.01456  onet_dimensions      onet_dimensions:95%  dwas:2%  inference:2%
mechanical                 18  0.00655  inference            inference:44%  onet_dimensions:28%  dwas:17%
control                    16  0.00582  onet_dimensions      onet_dimensions:75%  onet_tasks:19%  inference:6%
principles                 16  0.00582  onet_dimensions      onet_dimensions:100%
turbine                    14  0.00509  inference            inference:50%  onet_tasks:43%  wikipedia:7%
energy                     13  0.00473  inference            inference:69%  dwas:23%  wikipedia:8%
electrical                 12  0.00437  inference            inference:42%  onet_tasks:25%  onet_dimensions:17%
repair                     12  0.00437  onet_tasks           onet_tasks:33%  dwas:25%  inference:25%
includes                   12  0.00437  onet_dimensions      onet_dimensions:100%
objects                    12  0.00437  onet_dimensions      onet_dimensions:100%
problems                   11  0.00400  onet_dimensions      onet_dimensions:82%  onet_tasks:9%  dwas:9%
materials                  11  0.00400  onet_dimensions      onet_dimensions:91%  dwas:9%
physical                   11  0.00400  onet_dimensions      onet_dimensions:55%  inference:45%
ideas                      11  0.00400  onet_dimensions      onet_dimensions:100%
activities                 11  0.00400  onet_dimensions      onet_dimensions:82%  inference:18%
operations                 10  0.00364  onet_dimensions      onet_dimensions:60%  inference:30%  onet_tasks:10%
procedures                 10  0.00364  onet_dimensions      onet_dimensions:80%  onet_tasks:10%  dwas:10%
techniques                 10  0.00364  onet_dimensions      onet_dimensions:100%
body                       10  0.00364  onet_dimensions      onet_dimensions:100%
farm                       10  0.00364  wikipedia            wikipedia:90%  inference:10%
monitoring                  9  0.00328  onet_dimensions      onet_dimensions:89%  inference:11%
problem                     9  0.00328  onet_dimensions      onet_dimensions:78%  inference:22%
human                       9  0.00328  onet_dimensions      onet_dimensions:78%  inference:22%
resources                   9  0.00328  onet_dimensions      onet_dimensions:100%
standards                   9  0.00328  onet_dimensions      onet_dimensions:89%  inference:11%
quickly                     9  0.00328  onet_dimensions      onet_dimensions:100%
orientation                 9  0.00328  onet_dimensions      onet_dimensions:100%
offshore                    9  0.00328  wikipedia            wikipedia:78%  inference:22%
services                    8  0.00291  onet_dimensions      onet_dimensions:75%  onet_tasks:12%  inference:12%
technicians                 8  0.00291  inference            inference:88%  onet_tasks:12%
technical                   8  0.00291  inference            inference:50%  onet_dimensions:38%  onet_tasks:12%
attention                   8  0.00291  onet_dimensions      onet_dimensions:75%  inference:25%
needs                       8  0.00291  onet_dimensions      onet_dimensions:100%
rules                       8  0.00291  onet_dimensions      onet_dimensions:100%
machines                    8  0.00291  onet_dimensions      onet_dimensions:88%  wikipedia:12%
production                  8  0.00291  onet_dimensions      onet_dimensions:100%
events                      8  0.00291  onet_dimensions      onet_dimensions:100%