Ainxiety | Aircraft Engine and Engine Parts Manufacturing

Aircraft Engine and Engine Parts Manufacturing

# 26 overall · better than 98.3% of other industries

0.5/5Moderate Risk
AInxiety Score™

0/5

Complexity

0/5

Regulatory Compliance

0/5

Capex Requirements

1/5

Workforce Flexibility

1/5

Adaptability

2/5

Data Intensity

Given the high complexity and rigorous regulatory requirements, the aircraft engine and parts manufacturing industry presents significant challenges for AI displacement. The necessity for specialized human expertise and massive capital investments further limits the potential for AI to fully replace this sector. Although there are areas where data-driven AI tools could enhance operations, the overall impact is likely limited.

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Aircraft Engine and Engine Parts Manufacturing

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Risk composition of jobs in this industry

0 jobs in Aerospace Product and Parts Manufacturing

5.2%

26,400

1.5Aerospace Engineers

5.0%

25,460

2.5Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

4.9%

25,180

2.3Software Developers

4.9%

24,760

2.8Business Operations Specialists, All Other

4.6%

23,590

1.8Aircraft Mechanics and Service Technicians

4.4%

22,360

2.7Industrial Engineers

4.1%

20,710

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

3.8%

19,150

Miscellaneous Assemblers and Fabricators

3.0%

15,010

3.8Machinists

2.6%

13,410

3.5Computer Numerically Controlled Tool Operators

2.5%

12,920

2.1Buyers and Purchasing Agents, Farm Products

2.2%

11,160

2.5Mechanical Engineers

2.0%

10,200

1.6Architectural and Engineering Managers

1.9%

9,500

2.8First-Line Supervisors of Production and Operating Workers

1.8%

9,380

2.3Electrical Engineers

1.6%

8,390

1.2Avionics Technicians

1.5%

7,790

4.3Shipping, Receiving, and Inventory Clerks

1.4%

7,170

3.0Logisticians

1.4%

7,090

2.5Industrial Production Managers

1.4%

6,890

2.3Engineers, All Other

1.3%

6,730

2.2Project Management Specialists

1.3%

6,690

3.2Production, Planning, and Expediting Clerks

1.1%

5,530

4.0Electromechanical Equipment Assemblers

1.0%

4,950

2.5Computer Systems Analysts

1.0%

4,910

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

0.9%

4,690

1.5General and Operations Managers

0.9%

4,700

2.5Aerospace Engineering and Operations Technologists and Technicians

0.9%

4,680

2.0Management Analysts

0.9%

4,540

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

0.9%

4,490

2.3Industrial Machinery Mechanics

0.8%

4,340

1.5Managers, All Other

0.8%

4,060

2.4Financial and Investment Analysts

0.8%

3,880

2.0Computer and Information Systems Managers

0.7%

3,730

3.2Welders, Cutters, Solderers, and Brazers

0.7%

3,690

3.2Electronics Engineers, Except Computer

0.7%

3,410

1.5Information Security Analysts

0.6%

3,110

2.8Maintece and Repair Workers, General

0.6%

3,040

3.5Software Quality Assurance Analysts and Testers

0.6%

3,080

3.2Accountants and Auditors

0.6%

2,940

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

0.6%

2,830

2.5Human Resources Specialists

0.6%

2,800

3.2Purchasing Managers

0.5%

2,730

3.9Stockers and Order Fillers

0.5%

2,700

2.0Tool and Die Makers

0.5%

2,630

2.2Financial Managers

0.5%

2,670

2.5Materials Engineers

0.5%

2,640

3.8Engine and Other Machine Assemblers

0.5%

2,480

3.3Industrial Engineering Technologists and Technicians

0.5%

2,430

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.5%

2,370

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

0.4%

2,190

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

0.4%

2,120

2.1Electrical and Electronic Engineering Technologists and Technicians

0.4%

1,850

3.2Operations Research Analysts

0.4%

1,820

4.2Office Clerks, General

0.4%

1,850

3.5Computer Numerically Controlled Tool Programmers

0.3%

1,770

1.7Training and Development Specialists

0.3%

1,780

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

0.3%

1,750

2.6First-Line Supervisors of Office and Administrative Support Workers

0.3%

1,710

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

0.3%

1,720

3.9Production Workers, All Other

0.3%

1,700

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

0.3%

1,700

3.1Market Research Analysts and Marketing Specialists

0.3%

1,550

3.3Customer Service Representatives

0.3%

1,520

4.2Adhesive Bonding Machine Operators and Tenders

0.3%

5,230

1.5Marine Engineers and Naval Architects

0.3%

1,420

2.8Computer Network Architects

0.3%

1,420

2.3Computer Occupations, All Other

0.3%

1,440

4.2Cost Estimators

0.3%

1,410

3.8Bookkeeping, Accounting, and Auditing Clerks

0.3%

1,390

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

0.3%

4,690

2.8Automotive Body and Related Repairers

0.3%

1,340

3.1Network and Computer Systems Administrators

0.3%

1,310

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.3%

1,280

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

0.2%

1,200

1.5Sales Managers

0.2%

1,240

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

0.2%

1,160

1.5Human Resources Managers

0.2%

1,150

2.7Compliance Officers

0.2%

1,160

4.0Mechanical Drafters

0.2%

1,120

3.2Sheet Metal Workers

0.2%

1,070

2.8Transportation, Storage, and Distribution Managers

0.2%

1,080

3.3Computer User Support Specialists

0.2%

1,090

3.0Facilities Managers

0.2%

1,040

3.8Computer Programmers

0.2%

1,010

3.0Mechanical Engineering Technologists and Technicians

0.2%

990

2.0Civil Engineers

0.2%

950

2.5Marketing Managers

0.2%

990

3.2Fiberglass Laminators and Fabricators

0.2%

940

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

0.2%

930

3.8Helpers--Production Workers

0.2%

920

3.0Heavy and Tractor-Trailer Truck Drivers

0.2%

880

2.8Data Scientists

0.2%

840

2.0Electricians

0.2%

830

2.7Occupational Health and Safety Specialists

0.2%

800

2.6Technical Writers

0.2%

820

2.3Transportation Inspectors

0.1%

780

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

760

3.0Budget Analysts

0.1%

770

2.3Commercial Pilots

0.1%

730

2.5Calibration Technologists and Technicians

0.1%

730

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

730

3.8Layout Workers, Metal and Plastic

0.1%

2,450

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

680

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

0.1%

610

1.8Computer Hardware Engineers

0.1%

590

2.8Security Guards

0.1%

610

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

0.1%

620

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

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%

580

2.1Maintece Workers, Machinery

0.1%

570

4.1Metal Workers and Plastic Workers, All Other

0.1%

500

2.8Administrative Services Managers

0.1%

510

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.1%

520

2.0Physical Scientists, All Other

0.1%

530

3.2Structural Metal Fabricators and Fitters

0.1%

530

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

0.1%

440

1.4Lawyers

0.1%

440

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.1%

450

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

420

3.5Procurement Clerks

0.1%

400

3.7Office and Administrative Support Workers, All Other

0.1%

410

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

0.1%

430

2.7Recycling Coordinators

0.1%

430

Industrial Truck and Tractor Operators

0.1%

1,320

4.2Machine Feeders and Offbearers

0.1%

330

2.0Plumbers, Pipefitters, and Steamfitters

0.1%

340

3.6Metal-Refining Furnace Operators and Tenders

0.1%

340

2.9Cabinetmakers and Bench Carpenters

0.1%

320

2.2Sales Engineers

0.1%

290

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

320

3.0Compensation, Benefits, and Job Analysis Specialists

0.1%

290

3.8Tool Grinders, Filers, and Sharpeners

0.1%

310

3.2Upholsterers

0.1%

310

4.1Grinding and Polishing Workers, Hand

0.1%

310

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.1%

310

3.2Light Truck Drivers

0.1%

300

4.5Packers and Packagers, Hand

0.1%

980

3.1Electronic Equipment Installers and Repairers, Motor Vehicles

0.1%

1,050

2.5Recreational Vehicle Service Technicians

0.1%

270

2.8Computer Network Support Specialists

0.1%

270

2.2Environmental Engineers

0.1%

240

2.2Editors

0.1%

240

0.3Firefighters

0.1%

270

4.0Order Clerks

0.1%

230

1.8Public Relations Specialists

0.1%

230

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

0.1%

270

3.2Stationary Engineers and Boiler Operators

0.1%

230

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

0.0%

230

3.0Database Administrators

0.0%

230

0.5Chief Executives

0.0%

200

2.4Environmental Engineering Technologists and Technicians

0.0%

200

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

0.0%

200

3.8Payroll and Timekeeping Clerks

0.0%

180

4.7File Clerks

0.0%

180

3.2Receptionists and Information Clerks

0.0%

210

4.8Data Entry Keyers

0.0%

230

1.5Commercial and Industrial Designers

0.0%

180

2.5Graphic Designers

0.0%

200

2.5Painters, Construction and Maintece

0.0%

200

2.8Model Makers, Metal and Plastic

0.0%

220

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

0.0%

230

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

0.0%

220

1.8Airfield Operations Specialists

0.0%

610

2.7Electric Motor, Power Tool, and Related Repairers

0.0%

630

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

0.0%

720

3.9Painting, Coating, and Decorating Workers

0.0%

180

1.8Training and Development Managers

0.0%

150

2.3Chemical Technicians

0.0%

140

2.5Occupational Health and Safety Technicians

0.0%

150

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

0.0%

150

3.8Billing and Posting Clerks

0.0%

140

2.3Special Effects Artists and Animators

0.0%

150

2.1Financial Specialists, All Other

0.0%

130

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

170

2.4Millwrights

0.0%

170

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

0.0%

130

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

0.0%

140

1.8Airline Pilots, Copilots, and Flight Engineers

0.0%

150

2.3Crane and Tower Operators

0.0%

150

4.0Cleaners of Vehicles and Equipment

0.0%

510

3.3Retail Salespersons

0.0%

120

2.5Database Architects

0.0%

120

3.5Web Developers

0.0%

2.1Mathematicians

0.0%

3.7Statisticians

0.0%

120

2.4Chemical Engineers

0.0%

2.1Public Relations Managers

0.0%

100

2.5Chemists

0.0%

1.3Registered Nurses

0.0%

100

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

2.2Carpenters

0.0%

120

1.8Labor Relations Specialists

0.0%

100

2.1Financial Risk Specialists

0.0%

110

2.8Automotive Service Technicians and Mechanics

0.0%

110

3.7Coil Winders, Tapers, and Finishers

0.0%

130

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

0.0%

120

4.3Foundry Mold and Coremakers

0.0%

100

4.1Sewing Machine Operators

0.0%

120

2.8Water and Wastewater Treatment Plant and System Operators

0.0%

100

4.5Packaging and Filling Machine Operators and Tenders

0.0%

120

3.6Semiconductor Processing Technicians

0.0%

110

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

0.0%

110

3.5Etchers and Engravers

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%

280

1.3Nuclear Technicians

0.0%

320

Textile Cutting Machine Setters, Operators, and Tenders

0.0%

380

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.0%

2.2Compensation and Benefits Managers

0.0%

1.2Natural Sciences Managers

0.0%

2.7Property, Real Estate, and Community Association Managers

0.0%

2.8Web and Digital Interface Designers

0.0%

3.2Architectural and Civil Drafters

0.0%

3.4Electrical and Electronics Drafters

0.0%

3.8Drafters, All Other

0.0%

3.2Paralegals and Legal Assistants

0.0%

0.5Fine Artists, Including Painters, Sculptors, and Illustrators

0.0%

0.5First-Line Supervisors of Firefighting and Prevention Workers

0.0%

1.5First-Line Supervisors of Security Workers

0.0%

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

0.0%

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.0%

3.3Landscaping and Groundskeeping Workers

0.0%

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

3.8Parts Salespersons

0.0%

2.8Sales and Related Workers, All Other

0.0%

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

2.1Meeting, Convention, and Event Planners

0.0%

2.2Hazardous Materials Removal Workers

0.0%

Miscellaneous Construction and Related Workers

0.0%

2.0Precision Instrument and Equipment Repairers, All Other

0.0%

2.0Riggers

0.0%

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

4.0Patternmakers, Metal and Plastic

0.0%

4.3Cutters and Trimmers, Hand

0.0%

4.2Material Moving Workers, All Other

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%

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%

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%

110

2.3Motorcycle Mechanics

0.0%

110

2.0Environmental Scientists and Specialists, Including Health

0.0%

120

2.0Interpreters and Translators

0.0%

240

1.6Construction 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

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