Ainxiety | Turbine and Turbine Generator Set Units Manufacturing

Turbine and Turbine Generator Set Units Manufacturing

# 365 overall · better than 76.2% of other industries

1.5/5Moderate Risk
AInxiety Score™

0/5

Complexity

1/5

Regulatory Compliance

1/5

Capex Requirements

1/5

Workforce Flexibility

1/5

Adaptability

2/5

Data Intensity

The Turbine and Turbine Generator Set Units Manufacturing industry is characterized by high complexity, significant regulatory barriers, and substantial capital investment. Despite moderate data intensity and some opportunities for AI integration in areas like quality control and predictive maintenance, the highly specialized workforce and low adaptability limit the risk of full displacement by AI. Thus, the overall displacement risk is low to moderate.

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Turbine and Turbine Generator Set Units Manufacturing

Are you concerned about AI disrupting this industry?

Yes

No

Risk composition of jobs in this industry

0 jobs in Engine, Turbine, and Power Transmission Equipment Manufacturing

9.4%

8,670

3.8Engine and Other Machine Assemblers

8.7%

8,000

Miscellaneous Assemblers and Fabricators

8.0%

7,380

5.8%

5,370

2.7Industrial Engineers

5.6%

5,220

2.5Mechanical Engineers

4.7%

4,300

3.5Computer Numerically Controlled Tool Operators

3.1%

2,850

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

2.8%

2,600

2.8First-Line Supervisors of Production and Operating Workers

2.2%

2,060

2.3Industrial Machinery Mechanics

2.1%

1,960

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

1.8%

1,630

1.6Architectural and Engineering Managers

1.7%

1,610

1.5General and Operations Managers

1.7%

1,570

3.3Industrial Engineering Technologists and Technicians

1.7%

1,570

4.3Shipping, Receiving, and Inventory Clerks

1.6%

1,470

2.5Industrial Production Managers

1.5%

1,400

3.7Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

1.4%

1,310

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

1.4%

1,260

3.7Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

1.2%

1,140

2.1Buyers and Purchasing Agents, Farm Products

1.2%

1,110

2.8Maintece and Repair Workers, General

1.2%

1,110

3.2Welders, Cutters, Solderers, and Brazers

1.2%

1,080

3.0Logisticians

1.0%

960

2.3Engineers, All Other

0.9%

800

4.0Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.9%

800

4.0Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

0.8%

760

3.3Customer Service Representatives

0.8%

750

3.2Accountants and Auditors

0.8%

730

3.2Production, Planning, and Expediting Clerks

0.7%

630

2.2Project Management Specialists

0.7%

630

2.3Software Developers

0.7%

610

2.6First-Line Supervisors of Office and Administrative Support Workers

0.7%

600

3.8Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

0.6%

580

3.9Stockers and Order Fillers

0.6%

550

4.2Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

0.6%

540

2.5Computer Systems Analysts

0.6%

540

4.2Office Clerks, General

0.6%

540

3.1Market Research Analysts and Marketing Specialists

0.6%

520

3.9Production Workers, All Other

0.5%

460

2.0Electricians

0.5%

460

1.5Sales Managers

0.5%

440

3.8Helpers--Production Workers

0.5%

440

2.5Human Resources Specialists

0.5%

450

2.1Electrical and Electronic Engineering Technologists and Technicians

0.5%

440

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.5%

430

3.5Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.5%

440

3.7Coil Winders, Tapers, and Finishers

0.4%

400

2.0Tool and Die Makers

0.4%

400

2.2Financial Managers

0.4%

370

3.0Mechanical Engineering Technologists and Technicians

0.4%

380

3.8Bookkeeping, Accounting, and Auditing Clerks

0.4%

380

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

0.4%

4,620

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.4%

370

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

0.4%

360

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

0.4%

350

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.4%

350

2.8Transportation, Storage, and Distribution Managers

0.4%

340

2.3Electrical Engineers

0.3%

320

2.8Business Operations Specialists, All Other

0.3%

310

3.2Electronics Engineers, Except Computer

0.3%

300

4.0Mechanical Drafters

0.3%

300

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

0.3%

290

3.5Computer Numerically Controlled Tool Programmers

0.3%

300

4.0Electromechanical Equipment Assemblers

0.3%

280

Industrial Truck and Tractor Operators

0.3%

260

2.5Marketing Managers

0.3%

250

2.1Maintece Workers, Machinery

0.3%

240

2.0Wind Turbine Service Technicians

0.3%

240

2.0Computer and Information Systems Managers

0.2%

200

1.5Managers, All Other

0.2%

200

2.0Management Analysts

0.2%

190

2.4Financial and Investment Analysts

0.2%

190

3.2Purchasing Managers

0.2%

2,390

3.8Ophthalmic Laboratory Technicians

0.2%

170

3.3Computer User Support Specialists

0.2%

180

2.5Materials Engineers

0.2%

160

2.7Recycling Coordinators

0.2%

160

2.7Occupational Health and Safety Specialists

0.2%

150

3.1Network and Computer Systems Administrators

0.2%

150

3.2Operations Research Analysts

0.2%

1,820

4.5Packaging and Filling Machine Operators and Tenders

0.1%

140

1.5Human Resources Managers

0.1%

140

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

1,700

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

1,680

3.2Sheet Metal Workers

0.1%

130

2.3Computer Occupations, All Other

0.1%

120

4.5Packers and Packagers, Hand

0.1%

110

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.1%

110

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

100

1.7Training and Development Specialists

0.1%

100

2.2Sales Engineers

0.1%

100

2.8Administrative Services Managers

0.1%

1,190

3.5Procurement Clerks

0.1%

90

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

0.1%

90

2.7Compliance Officers

0.1%

90

4.2Cost Estimators

0.1%

90

2.8Data Scientists

0.1%

90

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

0.1%

100

3.0Facilities Managers

0.1%

1,160

0.5Chief Executives

0.1%

1,090

3.8Computer Programmers

0.1%

1,110

3.8Tool Grinders, Filers, and Sharpeners

0.1%

80

2.8Computer Network Architects

0.1%

90

2.4Chemical Engineers

0.1%

80

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

1,050

3.7Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

0.1%

990

4.2Rolling Machine Setters, Operators, and Tenders, Metal and Plastic

0.1%

70

2.8Computer Network Support Specialists

0.1%

70

4.0Order Clerks

0.1%

70

3.2Receptionists and Information Clerks

0.1%

80

3.8Helpers--Installation, Maintece, and Repair Workers

0.1%

940

2.5Graphic Designers

0.1%

890

4.3Foundry Mold and Coremakers

0.1%

60

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

0.1%

60

3.5Credit Analysts

0.1%

60

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

0.1%

60

0.1%

810

3.8Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

0.1%

790

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.1%

820

3.8Parts Salespersons

0.1%

830

4.2Machine Feeders and Offbearers

0.1%

810

3.2Fiberglass Laminators and Fabricators

0.1%

750

3.8Plating Machine Setters, Operators, and Tenders, Metal and Plastic

0.1%

60

2.6Technical Writers

0.1%

50

3.6Metal-Refining Furnace Operators and Tenders

0.1%

60

3.0Heavy and Tractor-Trailer Truck Drivers

0.1%

60

3.2Light Truck Drivers

0.1%

50

2.5Database Architects

0.1%

60

2.0Plumbers, Pipefitters, and Steamfitters

0.1%

710

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.1%

720

3.8Billing and Posting Clerks

0.1%

690

3.5Software Quality Assurance Analysts and Testers

0.1%

660

3.0Farm Equipment Mechanics and Service Technicians

0.1%

630

4.1Metal Workers and Plastic Workers, All Other

0.1%

710

2.5Painters, Construction and Maintece

0.1%

40

2.8Security Guards

0.1%

40

4.3Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

0.1%

40

4.7Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

0.1%

50

4.0Cleaners of Vehicles and Equipment

0.1%

40

2.5Occupational Health and Safety Technicians

0.1%

40

0.1%

40

1.5Commercial and Industrial Designers

0.1%

40

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

530

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.1%

540

3.8Paper Goods Machine Setters, Operators, and Tenders

0.1%

610

4.8Data Entry Keyers

0.1%

530

0.1%

520

4.1Sewing Machine Operators

0.0%

30

1.8Public Relations Specialists

0.0%

40

2.1Financial Specialists, All Other

0.0%

40

1.5Information Security Analysts

0.0%

40

3.5Web Developers

0.0%

40

2.0Civil Engineers

0.0%

40

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

30

2.5Calibration Technologists and Technicians

0.0%

30

3.8Payroll and Timekeeping Clerks

0.0%

40

2.8Automotive Service Technicians and Mechanics

0.0%

30

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

490

4.1Grinding and Polishing Workers, Hand

0.0%

440

3.3Retail Salespersons

0.0%

430

1.8Computer Hardware Engineers

0.0%

440

1.7Petroleum Engineers

0.0%

460

3.4Electrical and Electronics Drafters

0.0%

400

3.8Forging Machine Setters, Operators, and Tenders, Metal and Plastic

0.0%

420

4.0Patternmakers, Metal and Plastic

0.0%

470

2.5Service Unit Operators, Oil and Gas

0.0%

30

3.9Painting, Coating, and Decorating Workers

0.0%

30

2.3Crane and Tower Operators

0.0%

290

2.8Sales and Related Workers, All Other

0.0%

330

3.5Etchers and Engravers

0.0%

360

3.8Molders, Shapers, and Casters, Except Metal and Plastic

0.0%

340

3.8Bill and Account Collectors

0.0%

310

3.7Office and Administrative Support Workers, All Other

0.0%

310

2.3Materials Scientists

0.0%

330

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

0.0%

310

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

310

2.0Precision Instrument and Equipment Repairers, All Other

0.0%

340

3.8Drafters, All Other

0.0%

360

3.8Layout Workers, Metal and Plastic

0.0%

390

2.1Elevator and Escalator Installers and Repairers

0.0%

260

0.0%

240

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

270

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

260

0.0%

220

2.3Chemical Technicians

0.0%

170

2.8Web and Digital Interface Designers

0.0%

250

3.0Database Administrators

0.0%

200

1.8Training and Development Managers

0.0%

200

1.5Aerospace Engineers

0.0%

260

3.2Architectural and Civil Drafters

0.0%

190

2.8Model Makers, Metal and Plastic

0.0%

250

3.8Prepress Technicians and Workers

0.0%

240

4.1Printing Press Operators

0.0%

210

2.8Water and Wastewater Treatment Plant and System Operators

0.0%

200

1.8Construction Laborers

0.0%

250

3.0Roustabouts, Oil and Gas

0.0%

70

3.5Chemical Equipment Operators and Tenders

0.0%

160

4.0Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

0.0%

160

4.3Cutters and Trimmers, Hand

0.0%

90

4.0Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

0.0%

130

4.2Adhesive Bonding Machine Operators and Tenders

0.0%

160

0.0%

110

2.2Geoscientists, Except Hydrologists and Geographers

0.0%

100

2.5Geological Technicians, Except Hydrologic Technicians

0.0%

110

3.2Paralegals and Legal Assistants

0.0%

70

2.3Special Effects Artists and Animators

0.0%

110

1.3Registered Nurses

0.0%

80

3.3Landscaping and Groundskeeping Workers

0.0%

60

2.1Meeting, Convention, and Event Planners

0.0%

150

3.0Budget Analysts

0.0%

110

4.0Tire Repairers and Changers

0.0%

140

3.3Control and Valve Installers and Repairers, Except Mechanical Door

0.0%

80

2.5Coin, Vending, and Amusement Machine Servicers and Repairers

0.0%

80

2.1Public Relations Managers

0.0%

80

2.2Compensation and Benefits Managers

0.0%

100

1.6Construction Managers

0.0%

120

1.2Natural Sciences Managers

0.0%

70

2.7Property, Real Estate, and Community Association Managers

0.0%

70

1.8Labor Relations Specialists

0.0%

120

2.3Commercial Pilots

0.0%

120

3.0Driver/Sales Workers

0.0%

80

3.2Pump Operators, Except Wellhead Pumpers

0.0%

120

4.2Material Moving Workers, All Other

0.0%

70

1.2Architects, Except Landscape and Naval

0.0%

90

3.1Agricultural Engineers

0.0%

160

2.2Environmental Engineers

0.0%

60

3.6Pourers and Casters, Metal

0.0%

170

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.0%

70

3.9Woodworking Machine Setters, Operators, and Tenders, Except Sawing

0.0%

60

2.5Woodworkers, All Other

0.0%

90

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

90

2.1Structural Iron and Steel Workers

0.0%

100

2.8Rotary Drill Operators, Oil and Gas

0.0%

60

2.7Electric Motor, Power Tool, and Related Repairers

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