Ainxiety | Solar Electric Power Generation

Solar Electric Power Generation

# 1031 overall · better than 32.8% of other industries

2.6/5Moderate Risk
AInxiety Score™

2/5

Complexity

2/5

Regulatory Compliance

2/5

Workforce Flexibility

3/5

Capex Requirements

3/5

Data Intensity

3/5

Adaptability

Overall, the solar electric power generation industry presents a moderate risk of AI displacement. While there are areas that can benefit significantly from AI and automation, such as predictive maintenance and energy forecasting, the need for regulatory compliance, significant capital investments, and specialized human roles reduce the likelihood of full automation.

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Solar Electric Power Generation

Are you concerned about AI disrupting this industry?

Yes

No

Risk composition of jobs in this industry

13,650 jobs in Solar Electric Power Generation

14.5%

57,100

1.8Electrical Power-Line Installers and Repairers

5.6%

760

1.5General and Operations Managers

4.9%

670

2.2Project Management Specialists

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

4.0%

550

1.5First-Line Supervisors of Construction Trades and Extraction Workers

3.6%

14,360

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

2.2%

8,710

3.3Control and Valve Installers and Repairers, Except Mechanical Door

2.1%

290

2.0%

8,070

2.0Electricians

2.0%

280

3.0Power Plant Operators

1.8%

7,170

2.8First-Line Supervisors of Production and Operating Workers

1.6%

6,390

2.3Industrial Machinery Mechanics

1.5%

200

3.8Bookkeeping, Accounting, and Auditing Clerks

1.5%

5,820

2.8Business Operations Specialists, All Other

1.5%

200

1.6Construction Managers

1.4%

190

4.2Office Clerks, General

1.4%

5,600

3.0Power Distributors and Dispatchers

1.3%

180

2.6First-Line Supervisors of Office and Administrative Support Workers

1.3%

5,280

3.2Accountants and Auditors

1.3%

170

2.4Financial and Investment Analysts

1.2%

4,850

2.1Electrical and Electronic Engineering Technologists and Technicians

1.2%

4,650

1.5Nuclear Engineers

1.2%

160

2.0Management Analysts

1.1%

160

2.3Engineers, All Other

1.1%

4,500

2.0Nuclear Power Reactor Operators

1.1%

4,370

2.8Security Guards

1.1%

4,250

3.2Production, Planning, and Expediting Clerks

1.0%

3,910

4.6Meter Readers, Utilities

0.9%

3,570

1.6Architectural and Engineering Managers

0.9%

3,600

1.5Managers, All Other

0.9%

3,450

2.0Wind Turbine Service Technicians

0.9%

120

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

0.8%

3,340

1.3Nuclear Technicians

0.7%

2,910

1.7Training and Development Specialists

0.7%

2,790

2.5Computer Systems Analysts

0.7%

2,700

2.1Buyers and Purchasing Agents, Farm Products

0.7%

2,550

2.2Financial Managers

0.6%

2,510

2.8Solar Photovoltaic Installers

0.6%

2,340

2.5Industrial Production Managers

0.6%

80

2.5Construction and Building Inspectors

0.6%

2,160

2.7Compliance Officers

0.6%

2,150

3.1Market Research Analysts and Marketing Specialists

0.5%

2,130

3.4Electrical and Electronics Drafters

0.5%

2,080

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

0.5%

1,970

2.5Human Resources Specialists

0.5%

1,910

3.1Network and Computer Systems Administrators

0.5%

1,900

2.3Operating Engineers and Other Construction Equipment Operators

0.5%

60

2.8Maintece and Repair Workers, General

0.5%

60

2.3Software Developers

0.5%

1,840

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

0.5%

60

2.5Mechanical Engineers

0.5%

1,820

2.0Computer and Information Systems Managers

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%

1,790

3.8Billing and Posting Clerks

0.5%

1,790

2.0Plumbers, Pipefitters, and Steamfitters

0.4%

1,530

1.8Public Relations Specialists

0.3%

1,320

2.8Automotive Service Technicians and Mechanics

0.3%

50

3.3Executive Secretaries and Executive Administrative Assistants

0.3%

40

2.3Computer Occupations, All Other

0.3%

1,200

2.8Administrative Services Managers

0.3%

40

0.5Chief Executives

0.3%

1,180

2.3Telecommunications Line Installers and Repairers

0.3%

40

2.7Occupational Health and Safety Specialists

0.3%

40

0.3%

1,150

2.7Industrial Engineers

0.3%

1,150

3.2Welders, Cutters, Solderers, and Brazers

0.3%

40

3.9Stockers and Order Fillers

0.3%

40

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.3%

40

4.3Shipping, Receiving, and Inventory Clerks

0.3%

1,060

2.0Civil Engineers

0.3%

1,050

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.3%

40

2.7Recycling Coordinators

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%

960

2.5Marketing Managers

0.2%

30

3.3Computer User Support Specialists

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%

710

1.5Human Resources Managers

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%

660

1.5Sales Managers

0.2%

610

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

0.2%

650

2.8Computer Network Support Specialists

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

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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