Ainxiety | All Other Transportation Equipment Manufacturing

All Other Transportation Equipment Manufacturing

# 503 overall · better than 67.2% of other industries

1.8/5Moderate Risk
AInxiety Score™

1/5

Complexity

1/5

Regulatory Compliance

1/5

Workforce Flexibility

2/5

Capex Requirements

2/5

Data Intensity

2/5

Adaptability

Transportation equipment manufacturing involves complex, customized products and substantial regulatory oversight. Significant capital investments are required in both physical and digital infrastructure. The workforce consists of specialized roles that are less susceptible to automation. Overall, despite some potential for AI integration, the industry faces notable barriers to full AI disruption.

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All Other Transportation Equipment Manufacturing

Will AI create new opportunities and jobs in this industry?

Yes

Risk composition of jobs in this industry

0 jobs in Other Transportation Equipment Manufacturing

16.7%

6,790

Miscellaneous Assemblers and Fabricators

6.8%

2,740

3.2Welders, Cutters, Solderers, and Brazers

4.6%

1,880

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

3.9%

1,570

2.0Mobile Heavy Equipment Mechanics, Except Engines

3.4%

1,390

3.9Production Workers, All Other

3.0%

1,210

1.5General and Operations Managers

3.0%

1,210

2.8First-Line Supervisors of Production and Operating Workers

2.8%

1,140

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

2.4%

990

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

2.2%

890

2.8Maintece and Repair Workers, General

2.1%

840

3.5Computer Numerically Controlled Tool Operators

2.1%

830

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

2.0%

820

2.7Industrial Engineers

1.9%

790

2.5Mechanical Engineers

1.9%

780

3.2Production, Planning, and Expediting Clerks

1.8%

750

3.8Machinists

1.7%

700

4.3Shipping, Receiving, and Inventory Clerks

1.6%

640

2.1Buyers and Purchasing Agents, Farm Products

1.6%

640

Industrial Truck and Tractor Operators

1.5%

26,420

1.5Aerospace Engineers

1.5%

25,460

2.5Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

1.4%

23,600

1.8Aircraft Mechanics and Service Technicians

1.2%

470

3.3Customer Service Representatives

1.1%

460

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

1.1%

430

2.5Industrial Production Managers

1.1%

430

4.2Office Clerks, General

1.0%

400

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

1.0%

400

3.8Bookkeeping, Accounting, and Auditing Clerks

1.0%

400

3.9Stockers and Order Fillers

0.8%

320

2.3Industrial Machinery Mechanics

0.7%

280

3.1Market Research Analysts and Marketing Specialists

0.6%

260

4.1Sewing Machine Operators

0.6%

260

1.6Architectural and Engineering Managers

0.6%

260

3.2Accountants and Auditors

0.6%

250

2.1Electrical and Electronic Engineering Technologists and Technicians

0.6%

240

2.6First-Line Supervisors of Office and Administrative Support Workers

0.6%

240

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

0.6%

230

3.2Structural Metal Fabricators and Fitters

0.5%

220

3.3Industrial Engineering Technologists and Technicians

0.5%

220

2.5Human Resources Specialists

0.5%

210

3.0Logisticians

0.5%

200

1.5Sales Managers

0.5%

200

3.0Heavy and Tractor-Trailer Truck Drivers

0.5%

8,430

1.2Avionics Technicians

0.5%

200

2.0Tool and Die Makers

0.5%

190

3.8Engine and Other Machine Assemblers

0.5%

180

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

0.4%

180

2.3Software Developers

0.4%

170

2.2Project Management Specialists

0.4%

170

2.2Financial Managers

0.4%

7,340

2.0Plumbers, Pipefitters, and Steamfitters

0.4%

170

2.3Engineers, All Other

0.4%

150

2.5Graphic Designers

0.4%

150

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

0.4%

150

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

0.3%

140

2.0Installation, Maintece, and Repair Workers, All Other

0.3%

140

4.0Electromechanical Equipment Assemblers

0.3%

130

3.5Computer Numerically Controlled Tool Programmers

0.3%

120

2.5Marketing Managers

0.3%

120

3.2Fiberglass Laminators and Fabricators

0.3%

5,190

3.2Electronics Engineers, Except Computer

0.3%

5,230

1.5Marine Engineers and Naval Architects

0.3%

120

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

0.3%

120

3.2Upholsterers

0.3%

120

3.3Computer User Support Specialists

0.3%

110

3.8Helpers--Production Workers

0.3%

110

2.0Computer and Information Systems Managers

0.3%

110

1.7Training and Development Specialists

0.3%

110

2.3Motorcycle Mechanics

0.3%

4,690

2.8Automotive Body and Related Repairers

0.3%

4,730

2.5Aerospace Engineering and Operations Technologists and Technicians

0.3%

110

2.3Electrical Engineers

0.3%

110

1.5Managers, All Other

0.3%

100

2.5Computer Systems Analysts

0.3%

100

2.0Electricians

0.2%

100

3.2Light Truck Drivers

0.2%

100

4.5Packers and Packagers, Hand

0.2%

100

2.4Financial and Investment Analysts

0.2%

3.5Web Developers

0.2%

100

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.2%

2.7Compliance Officers

0.2%

2.8Business Operations Specialists, All Other

0.2%

4,010

1.5Information Security Analysts

0.2%

4,000

3.5Software Quality Assurance Analysts and Testers

0.2%

3,760

2.2Carpenters

0.2%

3,910

3.8Layout Workers, Metal and Plastic

0.2%

2.1Maintece Workers, Machinery

0.2%

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

0.2%

2.7Recycling Coordinators

0.2%

2.8Transportation, Storage, and Distribution Managers

0.2%

3,640

3.2Sheet Metal Workers

0.2%

2.8Administrative Services Managers

0.2%

3,500

2.4Millwrights

0.2%

3.0Mechanical Engineering Technologists and Technicians

0.2%

1.5Human Resources Managers

0.2%

2,880

4.2Cost Estimators

0.2%

2.3Computer Occupations, All Other

0.2%

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.1%

2.3Outdoor Power Equipment and Other Small Engine Mechanics

0.1%

3.2Purchasing Managers

0.1%

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

3.1Network and Computer Systems Administrators

0.1%

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

2.8Sales and Related Workers, All Other

0.1%

0.5Chief Executives

0.1%

2.8Automotive Service Technicians and Mechanics

0.1%

2,130

2.5Motorboat Mechanics and Service Technicians

0.1%

2,070

3.2Operations Research Analysts

0.1%

2,050

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.1%

2,160

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

0.1%

2,060

2.9Cabinetmakers and Bench Carpenters

0.1%

3.8Billing and Posting Clerks

0.1%

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

2.0Management Analysts

0.1%

1,820

2.8Security Guards

0.1%

3.2Receptionists and Information Clerks

0.1%

1,800

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

0.1%

1,740

2.5Painters, Construction and Maintece

0.1%

1,680

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

1,670

4.2Adhesive Bonding Machine Operators and Tenders

0.1%

2.8Computer Network Architects

0.1%

2.5Materials Engineers

0.1%

4.0Mechanical Drafters

0.1%

1.8Public Relations Specialists

0.1%

4.0Order Clerks

0.1%

3.0Facilities Managers

0.1%

1,490

4.1Grinding and Polishing Workers, Hand

0.1%

2.7Occupational Health and Safety Specialists

0.1%

4.0Cleaners of Vehicles and Equipment

0.1%

1,320

4.2Machine Feeders and Offbearers

0.1%

1,390

2.8Data Scientists

0.1%

1,390

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

0.1%

1,350

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

0.1%

1,450

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

0.1%

1,270

3.8Computer Programmers

0.1%

1,190

2.0Civil Engineers

0.1%

1,230

2.6Technical Writers

0.1%

1,270

4.1Metal Workers and Plastic Workers, All Other

0.1%

1,120

3.5Procurement Clerks

0.1%

1,010

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

1,070

2.3Crane and Tower Operators

0.1%

1,100

3.0Budget Analysts

0.1%

980

3.1Electronic Equipment Installers and Repairers, Motor Vehicles

0.1%

1,050

2.5Recreational Vehicle Service Technicians

0.1%

1,120

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

0.1%

1,030

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

0.1%

1,090

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

0.1%

1,050

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.1%

1,030

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

0.1%

840

2.2Sales Engineers

0.1%

870

2.3Commercial Pilots

0.1%

900

2.3Transportation Inspectors

0.1%

880

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.1%

850

1.8Computer Hardware Engineers

0.1%

910

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.1%

940

2.5Calibration Technologists and Technicians

0.1%

790

2.5Occupational Health and Safety Technicians

0.1%

840

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

0.1%

810

3.6Metal-Refining Furnace Operators and Tenders

0.0%

710

3.8Parts Salespersons

0.0%

750

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

0.0%

770

3.8Payroll and Timekeeping Clerks

0.0%

690

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

710

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

620

2.8Computer Network Support Specialists

0.0%

640

2.5Database Architects

0.0%

610

2.7Electric Motor, Power Tool, and Related Repairers

0.0%

740

1.4Lawyers

0.0%

630

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

0.0%

630

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

0.0%

710

3.2Stationary Engineers and Boiler Operators

0.0%

720

3.9Painting, Coating, and Decorating Workers

0.0%

510

3.3Retail Salespersons

0.0%

460

3.7Coil Winders, Tapers, and Finishers

0.0%

510

2.2Environmental Engineers

0.0%

510

3.2Architectural and Civil Drafters

0.0%

560

3.8Drafters, All Other

0.0%

540

2.0Physical Scientists, All Other

0.0%

510

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

0.0%

430

1.3Registered Nurses

0.0%

510

4.8Data Entry Keyers

0.0%

550

3.7Office and Administrative Support Workers, All Other

0.0%

500

2.8Model Makers, Metal and Plastic

0.0%

560

3.8Tool Grinders, Filers, and Sharpeners

0.0%

280

4.7File Clerks

0.0%

290

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

290

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

0.0%

280

1.8Labor Relations Specialists

0.0%

270

2.1Financial Specialists, All Other

0.0%

400

3.0Database Administrators

0.0%

290

2.3Helpers--Electricians

0.0%

340

2.8Electrical and Electronics Installers and Repairers, Transportation Equipment

0.0%

320

3.1Rail Car Repairers

0.0%

260

2.3Home Appliance Repairers

0.0%

340

3.4Electrical and Electronics Drafters

0.0%

280

1.3Nuclear Technicians

0.0%

310

0.3Firefighters

0.0%

320

1.8Training and Development Managers

0.0%

380

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

330

4.3Foundry Mold and Coremakers

0.0%

320

Textile Cutting Machine Setters, Operators, and Tenders

0.0%

260

4.2Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

0.0%

340

2.8Water and Wastewater Treatment Plant and System Operators

0.0%

380

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.0%

340

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

0.0%

1.0Protective Service Workers, All Other

0.0%

140

3.3Landscaping and Groundskeeping Workers

0.0%

120

2.5First-Line Supervisors of Retail Sales Workers

0.0%

190

3.7Counter and Rental Clerks

0.0%

140

1.3Private Detectives and Investigators

0.0%

120

3.5Etchers and Engravers

0.0%

140

1.8Airline Pilots, Copilots, and Flight Engineers

0.0%

220

1.8Airfield Operations Specialists

0.0%

210

2.8Motor Vehicle Operators, All Other

0.0%

110

2.5Sailors and Marine Oilers

0.0%

210

2.0Captains, Mates, and Pilots of Water Vessels

0.0%

150

4.2Material Moving Workers, All Other

0.0%

120

2.1Meeting, Convention, and Event Planners

0.0%

110

2.1Financial Risk Specialists

0.0%

190

1.8Construction Laborers

0.0%

180

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

100

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

0.0%

240

3.0Helpers, Construction Trades, All Other

0.0%

200

Miscellaneous Construction and Related Workers

0.0%

250

2.8Web and Digital Interface Designers

0.0%

130

3.7Statisticians

0.0%

230

2.4Environmental Engineering Technologists and Technicians

0.0%

170

2.5Chemists

0.0%

110

2.0Environmental Scientists and Specialists, Including Health

0.0%

250

2.3Chemical Technicians

0.0%

200

3.2Paralegals and Legal Assistants

0.0%

180

2.3Special Effects Artists and Animators

0.0%

1.5First-Line Supervisors of Security Workers

0.0%

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

0.0%

250

2.2Editors

0.0%

120

2.0Interpreters and Translators

0.0%

140

2.2Compensation and Benefits Managers

0.0%

240

1.6Construction Managers

0.0%

180

2.1Public Relations Managers

0.0%

220

2.0Boilermakers

0.0%

130

4.1Printing Press Operators

0.0%

130

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.0%

110

3.5Chemical Equipment Operators and Tenders

0.0%

190

4.3Cutters and Trimmers, Hand

0.0%

140

3.6Semiconductor Processing Technicians

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