Ainxiety | Railroad Rolling Stock Manufacturing

Railroad Rolling Stock Manufacturing

# 165 overall · better than 89.3% of other industries

0.7/5Moderate Risk
AInxiety Score™

0/5

Complexity

0/5

Regulatory Compliance

1/5

Capex Requirements

1/5

Workforce Flexibility

1/5

Adaptability

2/5

Data Intensity

Railroad rolling stock manufacturing is a highly specialized and regulated industry with significant capital and infrastructure requirements. The complexity and regulatory barriers make it challenging for AI to fully displace human expertise. While there are opportunities for AI integration in specific areas such as predictive maintenance and process optimization, the overall risk of full displacement remains low.

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Railroad Rolling Stock Manufacturing

Should AI be regulated in this industry?

Yes

Risk composition of jobs in this industry

0 jobs in Railroad Rolling Stock Manufacturing

16.0%

3,400

Miscellaneous Assemblers and Fabricators

11.3%

2,400

3.2Welders, Cutters, Solderers, and Brazers

6.4%

1,360

3.8Machinists

5.2%

1,110

2.7Industrial Engineers

4.1%

870

2.8First-Line Supervisors of Production and Operating Workers

3.6%

770

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

3.1%

670

2.5Mechanical Engineers

3.0%

640

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

2.2%

38,420

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

2.0%

430

4.0Electromechanical Equipment Assemblers

2.0%

430

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

1.9%

410

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

1.7%

370

2.3Industrial Machinery Mechanics

1.7%

29,440

3.8Engine and Other Machine Assemblers

1.7%

360

4.0Cleaners of Vehicles and Equipment

1.5%

330

2.5Industrial Production Managers

1.5%

26,420

1.5Aerospace Engineers

1.5%

320

3.2Production, Planning, and Expediting Clerks

1.5%

320

3.1Rail Car Repairers

1.5%

25,460

2.5Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

1.4%

310

2.1Buyers and Purchasing Agents, Farm Products

1.4%

300

2.2Project Management Specialists

1.4%

300

1.5General and Operations Managers

1.4%

23,600

1.8Aircraft Mechanics and Service Technicians

1.2%

260

2.1Electrical and Electronic Engineering Technologists and Technicians

1.2%

250

4.3Shipping, Receiving, and Inventory Clerks

1.1%

240

2.8Maintece and Repair Workers, General

1.1%

230

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

1.0%

210

1.6Architectural and Engineering Managers

1.0%

210

2.3Electrical Engineers

0.8%

14,760

2.0Tool and Die Makers

0.8%

170

3.2Accountants and Auditors

0.8%

170

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

0.7%

150

2.3Software Developers

0.7%

12,340

3.2Fiberglass Laminators and Fabricators

0.7%

150

3.9Production Workers, All Other

0.7%

140

4.2Office Clerks, General

0.6%

10,820

3.9Stockers and Order Fillers

0.6%

10,810

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

0.6%

130

3.8Helpers--Production Workers

0.6%

10,130

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

0.6%

120

2.5Human Resources Specialists

0.5%

110

3.0Mechanical Engineering Technologists and Technicians

0.5%

110

3.8Bookkeeping, Accounting, and Auditing Clerks

0.5%

110

2.2Financial Managers

0.5%

110

3.3Customer Service Representatives

0.5%

8,430

1.2Avionics Technicians

0.5%

8,450

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

0.5%

100

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.5%

8,380

3.2Structural Metal Fabricators and Fitters

0.5%

100

4.0Mechanical Drafters

0.5%

100

2.0Electricians

0.4%

2.6First-Line Supervisors of Office and Administrative Support Workers

0.4%

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

0.4%

7,340

2.0Plumbers, Pipefitters, and Steamfitters

0.4%

2.7Recycling Coordinators

0.4%

1.5Managers, All Other

0.4%

3.0Logisticians

0.4%

6,720

2.5Computer Systems Analysts

0.4%

3.2Purchasing Managers

0.4%

1.5Sales Managers

0.3%

3.3Industrial Engineering Technologists and Technicians

0.3%

3.5Computer Numerically Controlled Tool Operators

0.3%

2.8Business Operations Specialists, All Other

0.3%

5,190

3.2Electronics Engineers, Except Computer

0.3%

5,230

1.5Marine Engineers and Naval Architects

0.3%

4,650

1.7Training and Development Specialists

0.3%

4,690

2.8Automotive Body and Related Repairers

0.3%

4,730

2.5Aerospace Engineering and Operations Technologists and Technicians

0.3%

4,430

2.8Automotive Service Technicians and Mechanics

0.3%

2.0Computer and Information Systems Managers

0.2%

2.8Transportation, Storage, and Distribution Managers

0.2%

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.2%

2.4Financial and Investment Analysts

0.2%

4,010

1.5Information Security Analysts

0.2%

3.0Heavy and Tractor-Trailer Truck Drivers

0.2%

2.3Computer Occupations, All Other

0.2%

3,760

2.5Materials Engineers

0.2%

3,760

2.2Carpenters

0.2%

3,910

3.8Layout Workers, Metal and Plastic

0.2%

3.5Software Quality Assurance Analysts and Testers

0.2%

2.7Occupational Health and Safety Specialists

0.2%

3,670

2.1Maintece Workers, Machinery

0.2%

3,640

3.2Sheet Metal Workers

0.2%

3,500

2.4Millwrights

0.2%

3.3Executive Secretaries and Executive Administrative Assistants

0.2%

3,380

2.7Compliance Officers

0.2%

3,290

4.1Sewing Machine Operators

0.2%

3.1Market Research Analysts and Marketing Specialists

0.2%

2.8Security Guards

0.2%

3,200

3.5Computer Numerically Controlled Tool Programmers

0.2%

2.3Engineers, All Other

0.2%

2,880

4.2Cost Estimators

0.2%

2,920

3.3Computer User Support Specialists

0.2%

3.0Facilities Managers

0.2%

2,780

4.5Packers and Packagers, Hand

0.1%

1.5Human Resources Managers

0.1%

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

2,630

2.0Riggers

0.1%

2,680

3.2Upholsterers

0.1%

2.3Crane and Tower Operators

0.1%

2.0Management Analysts

0.1%

3.1Network and Computer Systems Administrators

0.1%

2,450

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

2,300

2.0Mobile Heavy Equipment Mechanics, Except Engines

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%

1,800

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

0.1%

1,800

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

1,710

2.8Computer Network Architects

0.1%

1,740

2.5Painters, Construction and Maintece

0.1%

1,820

2.5Marketing Managers

0.1%

1,670

4.2Adhesive Bonding Machine Operators and Tenders

0.1%

1,610

1.5Commercial and Industrial Designers

0.1%

1,490

4.1Grinding and Polishing Workers, Hand

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%

1,360

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

0.1%

1,450

4.5Packaging and Filling Machine Operators and Tenders

0.1%

1,300

3.2Light Truck Drivers

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%

1,100

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%

1,110

2.8Administrative Services Managers

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%

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%

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%

800

0.5Chief Executives

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%

650

3.8Billing and Posting Clerks

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

2.5Graphic Designers

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%

580

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

510

3.3Retail Salespersons

0.0%

580

2.8Sales and Related Workers, All Other

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%

590

1.8Public Relations Specialists

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%

260

2.3Home Appliance Repairers

0.0%

380

3.5Web Developers

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%

110

2.3Motorcycle Mechanics

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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