Ainxiety | Motor Vehicle Manufacturing

Motor Vehicle Manufacturing

# 1397 overall · better than 9.0% of other industries

3.2/5Moderate Risk
AInxiety Score™

1/5

Capex Requirements

2/5

Complexity

2/5

Regulatory Compliance

2/5

Workforce Flexibility

3/5

Data Intensity

3/5

Adaptability

Although motor vehicle manufacturing involves significant complexity and regulatory challenges, it also presents numerous opportunities for AI and automation, particularly in areas such as assembly and quality control. The need for substantial capital investments and the blend of traditional and digital processes pose challenges, but the industry's growing adaptability demonstrates a clear path to increased AI integration.

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Motor Vehicle Manufacturing

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Risk composition of jobs in this industry

286,420 jobs in Motor Vehicle Manufacturing

57.6%

165,060

Miscellaneous Assemblers and Fabricators

2.7%

7,650

2.7Industrial Engineers

2.3%

6,460

2.8First-Line Supervisors of Production and Operating Workers

2.0%

5,890

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

2.0%

5,650

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

2.0%

5,610

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

1.8%

5,090

2.0Electricians

1.7%

29,440

3.8Engine and Other Machine Assemblers

1.6%

4,700

2.3Software Developers

1.5%

4,360

2.3Industrial Machinery Mechanics

1.5%

26,420

1.5Aerospace Engineers

1.5%

4,220

2.5Industrial Production Managers

1.5%

25,460

2.5Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

1.4%

23,600

1.8Aircraft Mechanics and Service Technicians

1.3%

3,750

2.8Automotive Body and Related Repairers

1.2%

3,480

2.5Mechanical Engineers

1.0%

2,960

3.2Welders, Cutters, Solderers, and Brazers

0.9%

2,660

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

0.9%

2,580

3.0Logisticians

0.9%

2,510

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

0.7%

2,030

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

0.7%

2,030

3.2Production, Planning, and Expediting Clerks

0.7%

12,340

3.2Fiberglass Laminators and Fabricators

0.6%

10,810

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

0.6%

1,680

2.0Tool and Die Makers

0.6%

1,670

2.4Millwrights

0.6%

1,620

3.9Stockers and Order Fillers

0.6%

1,560

2.7Compliance Officers

0.5%

1,520

2.5Human Resources Specialists

0.5%

1,430

2.1Buyers and Purchasing Agents, Farm Products

0.5%

1,390

2.8Maintece and Repair Workers, General

0.5%

8,430

1.2Avionics Technicians

0.5%

1,380

2.0Plumbers, Pipefitters, and Steamfitters

0.4%

1,140

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

0.4%

1,160

2.8Business Operations Specialists, All Other

0.4%

1,090

3.9Production Workers, All Other

0.4%

1,040

1.5General and Operations Managers

0.3%

990

1.6Architectural and Engineering Managers

0.3%

990

2.2Project Management Specialists

0.3%

990

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.3%

900

2.3Engineers, All Other

0.3%

900

3.0Mechanical Engineering Technologists and Technicians

0.3%

870

2.8Automotive Service Technicians and Mechanics

0.3%

5,230

1.5Marine Engineers and Naval Architects

0.3%

770

4.0Electromechanical Equipment Assemblers

0.3%

780

3.3Industrial Engineering Technologists and Technicians

0.3%

4,730

2.5Aerospace Engineering and Operations Technologists and Technicians

0.3%

740

4.2Office Clerks, General

0.3%

730

3.0Facilities Managers

0.2%

660

3.5Software Quality Assurance Analysts and Testers

0.2%

610

3.2Accountants and Auditors

0.2%

610

2.3Computer Occupations, All Other

0.2%

3,670

2.1Maintece Workers, Machinery

0.2%

3,640

3.2Sheet Metal Workers

0.2%

580

2.5Computer Systems Analysts

0.2%

570

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

0.2%

570

4.3Shipping, Receiving, and Inventory Clerks

0.2%

540

1.5Managers, All Other

0.2%

550

3.8Helpers--Production Workers

0.2%

540

4.2Machine Feeders and Offbearers

0.2%

3,290

4.1Sewing Machine Operators

0.2%

480

3.3Customer Service Representatives

0.2%

2,780

4.5Packers and Packagers, Hand

0.1%

430

2.8Transportation, Storage, and Distribution Managers

0.1%

2,630

2.0Riggers

0.1%

2,680

3.2Upholsterers

0.1%

400

1.7Training and Development Specialists

0.1%

390

2.5Database Architects

0.1%

360

3.2Electronics Engineers, Except Computer

0.1%

370

2.5Materials Engineers

0.1%

380

2.6First-Line Supervisors of Office and Administrative Support Workers

0.1%

2,200

4.0Cleaners of Vehicles and Equipment

0.1%

360

2.2Financial Managers

0.1%

360

3.8Machinists

0.1%

340

3.1Market Research Analysts and Marketing Specialists

0.1%

2,130

2.5Motorboat Mechanics and Service Technicians

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%

310

1.5Sales Managers

0.1%

300

2.4Financial and Investment Analysts

0.1%

330

2.0Management Analysts

0.1%

300

2.0Computer and Information Systems Managers

0.1%

290

3.2Purchasing Managers

0.1%

280

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

0.1%

280

3.3Computer User Support Specialists

0.1%

300

2.3Electrical Engineers

0.1%

270

2.7Occupational Health and Safety Specialists

0.1%

280

2.8Sales and Related Workers, All Other

0.1%

270

3.8Bookkeeping, Accounting, and Auditing Clerks

0.1%

1,740

2.5Painters, Construction and Maintece

0.1%

1,670

4.2Adhesive Bonding Machine Operators and Tenders

0.1%

250

1.5Human Resources Managers

0.1%

250

3.0Heavy and Tractor-Trailer Truck Drivers

0.1%

260

2.8Data Scientists

0.1%

1,490

4.1Grinding and Polishing Workers, Hand

0.1%

230

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

0.1%

230

3.2Stationary Engineers and Boiler Operators

0.1%

230

1.5Information Security Analysts

0.1%

220

2.7Recycling Coordinators

0.1%

240

2.8Security Guards

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%

1,360

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

0.1%

1,450

4.5Packaging and Filling Machine Operators and Tenders

0.1%

200

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

200

1.3Registered Nurses

0.1%

1,270

3.8Computer Programmers

0.1%

1,190

2.0Civil Engineers

0.1%

1,270

4.1Metal Workers and Plastic Workers, All Other

0.1%

180

2.5Marketing Managers

0.1%

180

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

160

2.8Motor Vehicle Operators, All Other

0.1%

180

4.0Mechanical Drafters

0.1%

170

2.1Electrical and Electronic Engineering Technologists and Technicians

0.1%

170

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

1,120

3.5Procurement Clerks

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%

1,030

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%

1,030

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

0.1%

150

3.5Computer Numerically Controlled Tool Operators

0.1%

130

2.8Web and Digital Interface Designers

0.1%

140

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

0.1%

140

1.4Lawyers

0.1%

150

1.5Commercial and Industrial Designers

0.1%

140

1.8Public Relations Specialists

0.1%

140

3.3Retail Salespersons

0.1%

840

4.0Order Clerks

0.1%

830

3.2Receptionists and Information Clerks

0.1%

870

2.3Commercial Pilots

0.1%

900

2.3Transportation Inspectors

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%

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%

110

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

120

3.1Network and Computer Systems Administrators

0.0%

110

3.2Paralegals and Legal Assistants

0.0%

120

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.0%

710

3.8Parts Salespersons

0.0%

610

2.7Electric Motor, Power Tool, and Related Repairers

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%

720

3.9Painting, Coating, and Decorating Workers

0.0%

1.6Construction Managers

0.0%

2.8Water and Wastewater Treatment Plant and System Operators

0.0%

4.2Cost Estimators

0.0%

1.8Labor Relations Specialists

0.0%

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

2.8Computer Network Support Specialists

0.0%

2.8Computer Network Architects

0.0%

100

2.2Environmental Engineers

0.0%

100

2.5Occupational Health and Safety Technicians

0.0%

100

2.6Technical Writers

0.0%

3.8Payroll and Timekeeping Clerks

0.0%

460

3.7Coil Winders, Tapers, and Finishers

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%

510

4.8Data Entry Keyers

0.0%

500

2.8Model Makers, Metal and Plastic

0.0%

560

3.8Tool Grinders, Filers, and Sharpeners

0.0%

2.1Public Relations Managers

0.0%

2.1Financial Specialists, All Other

0.0%

2.2Carpenters

0.0%

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

2.0Installation, Maintece, and Repair Workers, All Other

0.0%

3.2Structural Metal Fabricators and Fitters

0.0%

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.0%

3.2Light Truck Drivers

0.0%

3.2Operations Research Analysts

0.0%

0.5Chief Executives

0.0%

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.0%

2.5Graphic Designers

0.0%

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

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

0.0%

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

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%

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%

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%

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%

2.8Administrative Services Managers

0.0%

2.2Compensation and Benefits Managers

0.0%

1.8Training and Development Managers

0.0%

3.7Office and Administrative Support Workers, All Other

0.0%

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

3.5Computer Numerically Controlled Tool Programmers

0.0%

3.0Database Administrators

0.0%

3.5Web Developers

0.0%

2.3Special Effects Artists and Animators

0.0%

1.0Protective Service Workers, All Other

0.0%

3.8Billing and Posting Clerks

0.0%

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

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%

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%

110

2.3Motorcycle Mechanics

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%

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%

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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