entityType = "role"
schemaVersion = "role.v1"
slug = "role-49-9081-00"
socCode = "49-9081.00"
title = "Wind Turbine Service Technicians"
summary = "Inspect, diagnose, adjust, or repair wind turbines. Perform maintenance on wind turbine equipment including resolving electrical, mechanical, and hydraulic malfunctions."
aliases = ["Field Service Technician", "Wind Farm Support Specialist", "Wind Technician", "Wind Turbine Technician", "Renewable Energy Technician", "Service Technician", "Troubleshooting Technician", "Wind Turbine Operator", "Wind Turbine Service Technician", "Wind Turbine Troubleshooting Technician", "Commissioning Tech (Commissioning Technician)", "Energy Technician"]
emergingTasks = []

[preparation]
jobZone = "3"
jobZoneName = "Job Zone Three: Medium Preparation Needed"
education = "Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree."
experience = "Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job."
svpRange = "(6.0 to < 7.0)"

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 34.42

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 28.74

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 21.78

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 15.07

[educationLevel]
category = "Postsecondary nondegree award"
slug = "postsecondary-nondegree-award"

[market]
medianWage = 62580
meanWage = 67580
pct10Wage = 49110
pct25Wage = 58910
pct75Wage = 75640
pct90Wage = 88090
employment = 11220
areaTitle = "U.S."

[industries]
count = 14

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 4830
medianWage = 64630
lq = 114.55

[[industries.top]]
naics = "221115"
slug = "221115"
title = "Wind Electric Power Generation"
level = "National industry"
employment = 4620
medianWage = 64170
lq = 6393.6

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 2330
medianWage = 63060
lq = 3.94

[[industries.top]]
naics = "237130"
slug = "237130"
title = "Power and Communication Line and Related Structures Construction"
level = "National industry"
employment = 2190
medianWage = 63070
lq = 128.53

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1880
medianWage = 61790
lq = 5.84

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 540
medianWage = 64330
lq = 0.58

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 310
medianWage = 66710
lq = 0.71

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 130
medianWage = 66290
lq = 0.17

[[industries.top]]
naics = "221118"
slug = "221118"
title = "Other Electric Power Generation"
level = "National industry"
employment = 100
medianWage = 87880
lq = 393.76

[[industries.top]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 50
medianWage = 111080

[[industries.top]]
naics = "238210"
slug = "238210"
title = "Electrical Contractors and Other Wiring Installation Contractors"
level = "National industry"
medianWage = 61210

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
medianWage = 64030

[[industries.concentrated]]
naics = "221115"
slug = "221115"
title = "Wind Electric Power Generation"
level = "National industry"
employment = 4620
lq = 6393.6

[[industries.concentrated]]
naics = "221118"
slug = "221118"
title = "Other Electric Power Generation"
level = "National industry"
employment = 100
lq = 393.76

[[industries.concentrated]]
naics = "237130"
slug = "237130"
title = "Power and Communication Line and Related Structures Construction"
level = "National industry"
employment = 2190
lq = 128.53

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 4830
lq = 114.55

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1880
lq = 5.84

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 2330
lq = 3.94

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 310
lq = 0.71

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 540
lq = 0.58

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 24
percentile = 22
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 19
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 13
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 41
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0
beta = 0.043478260869565216
gamma = 0.08695652173913043

[aiOutlook.bls]
growthPercent = 49.9
growthPercentile = 100
direction = "Growing fast"
annualOpeningsThousands = 2.3
annualOpeningsPercentile = 31
employment2024Thousands = 13.6
employment2034Thousands = 20.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.9709935
percentile = 19
band = "Low"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.08695652173913043
percentile = 13
band = "Low"
note = "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."

[[aiOutlook.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.12513338770482954
percentile = 41
band = "Moderate"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.sources]]
source = "bls_employment_projections"
version = "2024-2034"

[[aiOutlook.sources]]
source = "dingel_neiman"
version = "dingel-neiman-workathome"

[[aiOutlook.sources]]
source = "felten_aioe"
version = "felten-raj-seamans-aioe"

[[aiOutlook.sources]]
source = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[counts]
tasks = 12
skills = 40
capabilities = 120
tools = 17
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "de7f6161a378140a"

[[tasks]]
text = "Troubleshoot or repair mechanical, hydraulic, or electrical malfunctions related to variable pitch systems, variable speed control systems, converter systems, or related components."
type = "Core"
iwa = "4.A.2.b.1.b"

[[tasks]]
text = "Perform routine maintenance on wind turbine equipment, underground transmission systems, wind fields substations, or fiber optic sensing and control systems."
type = "Core"
iwa = "4.A.3.b.5.a"

[[tasks]]
text = "Diagnose problems involving wind turbine generators or control systems."
type = "Core"
iwa = "4.A.3.b.4.c"

[[tasks]]
text = "Test electrical components of wind systems with devices, such as voltage testers, multimeters, oscilloscopes, infrared testers, or fiber optic equipment."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Start or restart wind turbine generator systems to ensure proper operations."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Climb wind turbine towers to inspect, maintain, or repair equipment."
type = "Core"
iwa = "4.A.3.a.1.n"

[[tasks]]
text = "Maintain tool and spare parts inventories required for repair, installation, or replacement services."
type = "Core"
iwa = "4.A.4.c.3.a"

[[tasks]]
text = "Test structures, controls, or mechanical, hydraulic, or electrical systems, according to test plans or in coordination with engineers."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Collect turbine data for testing or research and analysis."
type = "Core"
iwa = "4.A.1.b.2.l"

[[tasks]]
text = "Train end-users, distributors, installers, or other technicians in wind commissioning, testing, or other technical procedures."
type = "Core"
iwa = "4.A.4.b.3.d"

[[tasks]]
text = "Inspect or repair fiberglass turbine blades."
type = "Supplemental"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Assist in assembly of individual wind generators or construction of wind farms."
type = "Supplemental"
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Inspect mechanical equipment to locate damage, defects, or wear."
iwa = "4.A.1.b.2.g"

[[activities]]
name = "Repair green energy equipment or systems."
iwa = "4.A.3.b.4.c"

[[activities]]
name = "Troubleshoot equipment or systems operation problems."
iwa = "4.A.2.b.1.b"

[[activities]]
name = "Climb equipment or structures to access work areas."
iwa = "4.A.3.a.1.n"

[[activities]]
name = "Maintain work equipment or machinery."
iwa = "4.A.3.b.5.a"

[[activities]]
name = "Test mechanical equipment to ensure proper functioning."
iwa = "4.A.1.b.2.l"

[[activities]]
name = "Test electrical circuits or components for proper functioning."
iwa = "4.A.1.b.2.l"

[[activities]]
name = "Test electrical equipment or systems to ensure proper functioning."
iwa = "4.A.1.b.2.l"

[[activities]]
name = "Test mechanical systems to ensure proper functioning."
iwa = "4.A.1.b.2.l"

[[activities]]
name = "Assemble structural components."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Measure equipment outputs."
iwa = "4.A.1.b.2.l"

[[activities]]
name = "Maintain inventories of materials, equipment, or products."
iwa = "4.A.4.c.3.a"

[[activities]]
name = "Train others in operational procedures."
iwa = "4.A.4.b.3.d"

[[activities]]
name = "Train customers in the use of products."
iwa = "4.A.4.b.3.e"

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 4.54

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.15

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Equipment Maintenance"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Troubleshooting"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Repairing"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.97

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.75

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.75

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.75

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.73

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.69

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.62

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.62

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.34

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.32

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 3.25

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.25

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.25

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.25

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.25

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.25

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.25

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.25

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.25

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.12

[[skills]]
name = "Equipment Maintenance"
type = "Specialized Skill"

[[skills]]
name = "English Language"
type = "Common Skill"

[[skills]]
name = "Finger Dexterity"
type = "Common Skill"

[[skills]]
name = "Deductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Microsoft PowerPoint"
type = "Common Skill"

[[skills]]
name = "Microsoft Outlook"
type = "Common Skill"

[[skills]]
name = "Microsoft Excel"
type = "Common Skill"

[[skills]]
name = "Critical Thinking"
type = "Common Skill"

[[skills]]
name = "Visualization"
type = "Specialized Skill"

[[skills]]
name = "Reading Comprehension"
type = "Common Skill"

[[skills]]
name = "Mathematics"
type = "Common Skill"

[[skills]]
name = "Information Ordering"
type = "Specialized Skill"

[[skills]]
name = "Inductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Complex Problem Solving"
type = "Common Skill"

[[skills]]
name = "Systems Analysis"
type = "Specialized Skill"

[[skills]]
name = "Active Listening"
type = "Common Skill"

[[skills]]
name = "Active Learning"
type = "Common Skill"

[[skills]]
name = "Physics"
type = "Specialized Skill"

[[skills]]
name = "Time Management"
type = "Common Skill"

[[skills]]
name = "Speech Recognition"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Word"
type = "Common Skill"

[[skills]]
name = "Microsoft Project"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Access"
type = "Specialized Skill"

[[skills]]
name = "Learning Strategies"
type = "Specialized Skill"

[[skills]]
name = "Instructing"
type = "Specialized Skill"

[[skills]]
name = "Equipment Selection"
type = "Specialized Skill"

[[skills]]
name = "Writing"
type = "Common Skill"

[[skills]]
name = "Depth Perception"
type = "Common Skill"

[[skills]]
name = "Telecommunications"
type = "Specialized Skill"

[[skills]]
name = "Social Perceptiveness"
type = "Common Skill"

[[skills]]
name = "Geography"
type = "Specialized Skill"

[[skills]]
name = "Negotiation"
type = "Common Skill"

[[skills]]
name = "Psychology"
type = "Specialized Skill"

[[skills]]
name = "Chemistry"
type = "Specialized Skill"

[[skills]]
name = "Installation"
type = "Specialized Skill"

[[skills]]
name = "Foreign Language"
type = "Common Skill"

[[skills]]
name = "Biology"
type = "Specialized Skill"

[[skills]]
name = "Project Management Software"
type = "Specialized Skill"

[[skills]]
name = "Presentation Software"
type = "Specialized Skill"

[[skills]]
name = "Industrial Control Software"
type = "Specialized Skill"

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Access"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Project"
category = "Project management software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "Structured query language SQL"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Computerized diagnostic software"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Computerized maintenance management system CMMS"
category = "Facilities management software"
hot = false
inDemand = false

[[tools]]
example = "IBM Maximo Asset Management"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "Industrial control systems software"
category = "Industrial control software"
hot = false
inDemand = false

[[tools]]
example = "Programmable logic controller PLC software"
category = "Industrial control software"
hot = false
inDemand = false

[[tools]]
example = "Supervisory control and data acquisition SCADA software"
category = "Industrial control software"
hot = false
inDemand = false

[[tools]]
example = "Vestas Wind Systems A/S Vestas Remote Panel"
category = "Industrial control software"
hot = false
inDemand = false

[[tools]]
example = "Web browser software"
category = "Internet browser software"
hot = false
inDemand = false

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 5

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 5

[[workContext]]
name = "Exposed to High Places"
value = 4.97

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 4.91

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.87

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.84

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 4.8

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 4.77

[[workContext]]
name = "Consequence of Error"
value = 4.76

[[workContext]]
name = "E-Mail"
value = 4.75

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.75

[[workContext]]
name = "Contact With Others"
value = 4.67

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4.64

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.62

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.58

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 4.57

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.54

[[workContext]]
name = "Exposed to Contaminants"
value = 4.54

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.53

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.51

[[workContext]]
name = "Physical Proximity"
value = 4.48

[[workContext]]
name = "Outdoors, Under Cover"
value = 4.44

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.44

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.4

[[workContext]]
name = "Frequency of Decision Making"
value = 4.37

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 4.29

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.29

[[workContext]]
name = "Time Pressure"
value = 4.21

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.19

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.18

[[workContext]]
name = "Spend Time Standing"
value = 4.14

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.13

[[workContext]]
name = "Telephone Conversations"
value = 4.04

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 4.02

[[workContext]]
name = "Spend Time Climbing Ladders, Scaffolds, or Poles"
value = 3.77

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 3.7

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.68

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 3.62

[[workContext]]
name = "Level of Competition"
value = 3.57

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.52

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 7

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 6.64

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 5.82

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 5.16

[[personFit]]
name = "Dependability"
family = "work_style"
value = 5

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.29

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 4

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.6

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 3

[[personFit]]
name = "Nature/Outdoors"
family = "specific_interest_area"
value = 2.51

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 2.33

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 2.18

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 2.15

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.11

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.09

[[personFit]]
name = "Adaptability"
family = "work_style"
value = 2.02

[[relatedRoles]]
socCode = "51-8013.04"
slug = "role-51-8013-04"
title = "Hydroelectric Plant Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "11-9199.09"
slug = "role-11-9199-09"
title = "Wind Energy Operations Managers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-8013.00"
slug = "role-51-8013-00"
title = "Power Plant Operators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "49-9099.01"
slug = "role-49-9099-01"
title = "Geothermal Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-2231.00"
slug = "role-47-2231-00"
title = "Solar Photovoltaic Installers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-8021.00"
slug = "role-51-8021-00"
title = "Stationary Engineers and Boiler Operators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-2152.04"
slug = "role-47-2152-04"
title = "Solar Thermal Installers and Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-8013.03"
slug = "role-51-8013-03"
title = "Biomass Plant Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-2095.00"
slug = "role-49-2095-00"
title = "Electrical and Electronics Repairers, Powerhouse, Substation, and Relay"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-8012.00"
slug = "role-51-8012-00"
title = "Power Distributors and Dispatchers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-2199.10"
slug = "role-17-2199-10"
title = "Wind Energy Engineers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "11-3051.06"
slug = "role-11-3051-06"
title = "Hydroelectric Production Managers"
tier = "Supplemental"

[[careerClusters]]
cluster = "Energy & Natural Resources"
slug = "energy-natural-resources"

[[studyPrograms]]
title = "Engineering/Engineering-Related Technologies/Technicians"
slug = "engineering-engineering-related-technologies-technicians"

[[studyPrograms]]
title = "Mechanic and Repair Technologies/Technicians"
slug = "mechanic-and-repair-technologies-technicians"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.9709935
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.5755093
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.9838256
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
