Ainxiety | Wind Electric Power Generation

Wind Electric Power Generation

# 711 overall · better than 53.7% of other industries

2.3/5Moderate Risk
AInxiety Score™

1/5

Regulatory Compliance

2/5

Complexity

2/5

Capex Requirements

2/5

Workforce Flexibility

3/5

Data Intensity

3/5

Adaptability

The wind electric power generation industry is partly standardized but also involves complex tasks and significant regulatory and capital considerations. While there's room for AI integration in data-driven areas, human expertise remains crucial for operations and maintenance. The industry's adaptability to AI is moderate, showing both potential and challenges.

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Wind Electric Power Generation

How long until this industry is significantly impacted by AI?

Months to 1 year

1 to 3 years

3 to 5 years

5+ years

Never

Risk composition of jobs in this industry

9,180 jobs in Wind Electric Power Generation

34.4%

3,160

2.0Wind Turbine Service Technicians

5.5%

500

1.5General and Operations Managers

5.4%

490

3.0Power Plant Operators

4.7%

18,570

2.2First-Line Supervisors of Mechanics, Installers, and Repairers

4.5%

17,870

2.3Electrical Engineers

4.3%

17,040

3.3Customer Service Representatives

3.6%

14,360

1.8Electrical and Electronics Repairers, Powerhouse, Substation, and Relay

2.4%

220

1.5Managers, All Other

2.2%

8,710

3.3Control and Valve Installers and Repairers, Except Mechanical Door

2.0%

8,070

2.0Electricians

1.7%

6,700

2.2Project Management Specialists

1.5%

5,820

2.8Business Operations Specialists, All Other

1.3%

5,280

3.2Accountants and Auditors

1.3%

120

2.2Financial Managers

1.2%

4,850

2.1Electrical and Electronic Engineering Technologists and Technicians

1.2%

4,650

1.5Nuclear Engineers

1.2%

110

1.6Construction Managers

1.1%

4,500

2.0Nuclear Power Reactor Operators

1.1%

4,370

2.8Security Guards

1.1%

4,370

4.2Office Clerks, General

1.1%

4,310

2.8Maintece and Repair Workers, General

1.0%

3,910

4.6Meter Readers, Utilities

0.9%

90

0.9%

3,570

1.6Architectural and Engineering Managers

0.9%

3,570

2.0Management Analysts

0.8%

3,340

1.3Nuclear Technicians

0.8%

70

3.2Production, Planning, and Expediting Clerks

0.8%

3,180

3.8Secretaries and Administrative Assistants, Except Legal, Medical, and Executive

0.8%

70

2.8First-Line Supervisors of Production and Operating Workers

0.7%

2,910

1.7Training and Development Specialists

0.7%

2,850

3.8Bookkeeping, Accounting, and Auditing Clerks

0.7%

2,790

2.5Computer Systems Analysts

0.7%

60

2.0Computer and Information Systems Managers

0.7%

2,770

3.9Stockers and Order Fillers

0.7%

60

2.8Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel

0.7%

60

2.1Buyers and Purchasing Agents, Farm Products

0.6%

60

2.3Industrial Machinery Mechanics

0.6%

2,510

2.8Solar Photovoltaic Installers

0.6%

60

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.6%

60

1.8Electrical Power-Line Installers and Repairers

0.6%

60

2.5Human Resources Specialists

0.6%

60

2.7Compliance Officers

0.6%

2,330

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.6%

2,290

3.3Executive Secretaries and Executive Administrative Assistants

0.6%

50

2.5Marketing Managers

0.6%

2,150

3.1Market Research Analysts and Marketing Specialists

0.5%

2,130

3.4Electrical and Electronics Drafters

0.5%

2,040

2.7Occupational Health and Safety Specialists

0.5%

50

2.5Industrial Production Managers

0.5%

1,910

3.1Network and Computer Systems Administrators

0.5%

1,900

2.3Operating Engineers and Other Construction Equipment Operators

0.5%

40

2.6First-Line Supervisors of Office and Administrative Support Workers

0.5%

1,840

4.0Laborers and Freight, Stock, and Material Movers, Hand

0.5%

1,820

3.7Dispatchers, Except Police, Fire, and Ambulance

0.5%

1,790

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.5%

1,780

2.3Software Developers

0.5%

1,790

3.8Billing and Posting Clerks

0.5%

1,790

2.0Plumbers, Pipefitters, and Steamfitters

0.4%

1,600

2.5Construction and Building Inspectors

0.4%

40

1.5Human Resources Managers

0.4%

1,530

1.8Public Relations Specialists

0.4%

1,500

2.3Computer Occupations, All Other

0.4%

1,450

3.3Computer User Support Specialists

0.4%

1,480

2.4Financial and Investment Analysts

0.3%

1,320

2.8Automotive Service Technicians and Mechanics

0.3%

1,320

2.3Engineers, All Other

0.3%

1,200

2.8Administrative Services Managers

0.3%

1,180

2.3Telecommunications Line Installers and Repairers

0.3%

1,150

2.7Industrial Engineers

0.3%

1,150

3.2Welders, Cutters, Solderers, and Brazers

0.3%

1,060

2.0Civil Engineers

0.3%

1,050

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.3%

1,040

1.5Information Security Analysts

0.3%

1,020

3.8Helpers--Installation, Maintece, and Repair Workers

0.3%

1,000

2.2Tree Trimmers and Pruners

0.2%

940

3.0Logisticians

0.2%

910

3.0Facilities Managers

0.2%

920

3.8Bill and Account Collectors

0.2%

850

2.8Computer Network Architects

0.2%

830

3.0Gas Plant Operators

0.2%

770

2.8Transportation, Storage, and Distribution Managers

0.2%

750

4.3Shipping, Receiving, and Inventory Clerks

0.2%

720

1.8Construction Laborers

0.2%

700

2.0Installation, Maintece, and Repair Workers, All Other

0.2%

700

2.0Environmental Scientists and Specialists, Including Health

0.2%

650

2.5Mechanical Engineers

0.2%

690

2.7Recycling Coordinators

0.2%

610

2.8Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products

0.2%

650

2.8Computer Network Support Specialists

0.2%

610

0.5Chief Executives

0.2%

610

Industrial Truck and Tractor Operators

0.1%

600

0.1%

570

2.3Chemical Technicians

0.1%

570

3.2Operations Research Analysts

0.1%

590

2.8Data Scientists

0.1%

580

1.5Health and Safety Engineers, Except Mining Safety Engineers and Inspectors

0.1%

490

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.1%

520

2.1Public Relations Managers

0.1%

520

4.2Cost Estimators

0.1%

490

3.0Heavy and Tractor-Trailer Truck Drivers

0.1%

520

0.1%

480

3.0Helpers, Construction Trades, All Other

0.1%

480

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.1%

480

2.1Maintece Workers, Machinery

0.1%

460

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.1%

480

0.1%

420

1.5First-Line Supervisors of Security Workers

0.1%

420

2.2Environmental Engineers

0.1%

440

3.2Purchasing Managers

0.1%

450

2.8Water and Wastewater Treatment Plant and System Operators

0.1%

380

3.8Payroll and Timekeeping Clerks

0.1%

550

0.1%

370

2.7Electric Motor, Power Tool, and Related Repairers

0.1%

320

2.8Real Estate Sales Agents

0.1%

320

2.5Environmental Science and Protection Technicians, Including Health

0.1%

320

3.8Computer Programmers

0.1%

300

0.1%

300

1.8Training and Development Managers

0.1%

320

3.2Receptionists and Information Clerks

0.1%

300

0.1%

310

3.3Telecommunications Equipment Installers and Repairers, Except Line Installers

0.1%

440

1.7Petroleum Engineers

0.1%

290

2.3Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products

0.1%

290

3.0Database Administrators

0.1%

260

3.5Cartographers and Photogrammetrists

0.1%

260

3.2Stationary Engineers and Boiler Operators

0.1%

220

2.8First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

0.1%

240

2.6Technical Writers

0.1%

220

3.2Electronics Engineers, Except Computer

0.1%

230

0.4Emergency Management Directors

0.1%

250

3.0Compensation, Benefits, and Job Analysis Specialists

0.1%

250

4.5Information and Record Clerks, All Other

0.1%

250

3.9Production Workers, All Other

0.1%

250

3.0Budget Analysts

0.1%

200

3.2Paralegals and Legal Assistants

0.1%

200

2.1Financial Specialists, All Other

0.1%

210

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.1%

200

3.5Procurement Clerks

0.1%

180

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

180

2.3Helpers--Electricians

0.1%

190

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.1%

180

3.2Plant and System Operators, All Other

0.1%

200

3.8Helpers--Production Workers

0.0%

170

3.3Landscaping and Groundskeeping Workers

0.0%

150

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

170

2.2Sales Engineers

0.0%

170

2.5Occupational Health and Safety Technicians

0.0%

170

2.5Database Architects

0.0%

140

3.5Software Quality Assurance Analysts and Testers

0.0%

140

2.4Chemical Engineers

0.0%

170

2.7Property, Real Estate, and Community Association Managers

0.0%

160

3.7Office and Administrative Support Workers, All Other

0.0%

170

0.0%

160

4.1Conveyor Operators and Tenders

0.0%

170

3.8Gas Compressor and Gas Pumping Station Operators

0.0%

150

2.0Physical Scientists, All Other

0.0%

150

3.8Tank Car, Truck, and Ship Loaders

0.0%

110

1.8First-Line Supervisors of Protective Service Workers, All Other

0.0%

130

1.3Private Detectives and Investigators

0.0%

110

2.7Securities, Commodities, and Financial Services Sales Agents

0.0%

130

2.8Sales and Related Workers, All Other

0.0%

110

2.5Graphic Designers

0.0%

120

2.1Financial Risk Specialists

0.0%

110

3.2Architectural and Civil Drafters

0.0%

120

1.8Labor Relations Specialists

0.0%

130

4.8Data Entry Keyers

0.0%

100

3.8Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

0.0%

110

3.7Petroleum Pump System Operators, Refinery Operators, and Gaugers

0.0%

110

2.3Crane and Tower Operators

0.0%

100

2.4Environmental Engineering Technologists and Technicians

0.0%

120

3.3Industrial Engineering Technologists and Technicians

0.0%

120

3.5Credit Analysts

0.0%

180

2.5Service Unit Operators, Oil and Gas

0.0%

180

3.7Excavating and Loading Machine and Dragline Operators, Surface Mining

0.0%

160

3.5Wellhead Pumpers

0.0%

70

0.3Firefighters

0.0%

70

0.0%

70

3.1Hydrologic Technicians

0.0%

80

2.4Forest and Conservation Technicians

0.0%

80

3.5Web Developers

0.0%

90

3.0Mathematical Science Occupations, All Other

0.0%

70

2.5Materials Engineers

0.0%

100

4.0Mechanical Drafters

0.0%

70

3.8Drafters, All Other

0.0%

80

1.2Natural Sciences Managers

0.0%

60

4.1Credit Authorizers, Checkers, and Clerks

0.0%

90

0.0%

80

4.0Order Clerks

0.0%

60

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

60

0.0%

70

2.0Precision Instrument and Equipment Repairers, All Other

0.0%

90

Miscellaneous Assemblers and Fabricators

0.0%

80

3.8Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

0.0%

70

3.2Light Truck Drivers

0.0%

70

2.5Calibration Technologists and Technicians

0.0%

70

2.3Appraisers and Assessors of Real Estate

0.0%

70

2.2Hazardous Materials Removal Workers

0.0%

90

Miscellaneous Construction and Related Workers

0.0%

70

2.3Radio, Cellular, and Tower Equipment Installers and Repairers

0.0%

120

4.3Septic Tank Servicers and Sewer Pipe Cleaners

0.0%

110

3.1Earth Drillers, Except Oil and Gas

0.0%

100

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.0%

90

3.0Driver/Sales Workers

0.0%

140

3.2Pump Operators, Except Wellhead Pumpers

0.0%

40

2.5Crossing Guards and Flaggers

0.0%

60

1.0Protective Service Workers, All Other

0.0%

40

2.5First-Line Supervisors of Retail Sales Workers

0.0%

40

2.5Geological Technicians, Except Hydrologic Technicians

0.0%

30

2.8Life, Physical, and Social Science Technicians, All Other

0.0%

30

4.0Title Examiners, Abstractors, and Searchers

0.0%

40

1.5Commercial and Industrial Designers

0.0%

30

1.3Registered Nurses

0.0%

40

1.2Computer and Information Research Scientists

0.0%

60

2.8Web and Digital Interface Designers

0.0%

30

1.8Computer Hardware Engineers

0.0%

50

2.2Compensation and Benefits Managers

0.0%

50

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.0%

40

2.0Boilermakers

0.0%

40

3.3Insulation Workers, Mechanical

0.0%

50

2.5Painters, Construction and Maintece

0.0%

50

4.0Electromechanical Equipment Assemblers

0.0%

50

3.8Chemical Plant and System Operators

0.0%

40

3.8Coating, Painting, and Spraying Machine Setters, Operators, and Tenders

0.0%

30

2.3Commercial Pilots

0.0%

30

2.8Motor Vehicle Operators, All Other

0.0%

40

3.0Mechanical Engineering Technologists and Technicians

0.0%

30

2.0Soil and Plant Scientists

0.0%

50

2.2Geoscientists, Except Hydrologists and Geographers

0.0%

40

Highway Maintece Workers

0.0%

50

3.0Farm Equipment Mechanics and Service Technicians

0.0%

60

0.0%

50

3.2Legal Secretaries and Administrative Assistants

0.0%

50

4.1Office Machine Operators, Except Computer

0.0%

40

3.0Agricultural Workers, All Other

0.0%

80

2.5Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

0.0%

30

3.2Grounds Maintece Workers, All Other

0.0%

80

3.3Retail Salespersons

0.0%

30

2.5Real Estate Brokers

0.0%

30

2.2Motorboat Operators

0.0%

50

4.0Cleaners of Vehicles and Equipment

0.0%

40

3.9Refuse and Recyclable Material Collectors

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