Ainxiety | Scheduled Air Transportation

Scheduled Air Transportation

# 113 overall · better than 92.6% of other industries

0.5/5Moderate Risk
AInxiety Score™

0/5

Complexity

0/5

Regulatory Compliance

0/5

Capex Requirements

0/5

Workforce Flexibility

1/5

Adaptability

3/5

Data Intensity

Scheduled air transportation is a highly complex and regulated industry requiring massive capital investments and a specialized workforce, making it resistant to full AI displacement. While there are opportunities for AI in specific areas, the foundational aspects of the industry heavily rely on human expertise and regulatory compliance, limiting widespread AI adoption.

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Scheduled Air Transportation

How long until this industry is significantly impacted by AI?

Months to 1 year

1 to 3 years

3 to 5 years

5+ years

Never

Risk composition of jobs in this industry

478,390 jobs in Scheduled Air Transportation

25.5%

122,080

0.8Flight Attendants

16.7%

79,790

1.8Airline Pilots, Copilots, and Flight Engineers

14.8%

70,720

3.8Reservation and Transportation Ticket Agents and Travel Clerks

9.9%

47,240

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

5.5%

26,270

1.8Aircraft Mechanics and Service Technicians

4.9%

23,460

Industrial Truck and Tractor Operators

4.8%

25,710

2.3Commercial Pilots

4.5%

331,600

3.7Postal Service Mail Carriers

4.5%

21,380

3.3Customer Service Representatives

2.0%

9,560

3.8Cargo and Freight Agents

1.9%

136,850

2.0Bus Drivers, School

1.8%

8,730

2.6First-Line Supervisors of Office and Administrative Support Workers

1.8%

8,730

1.8Airfield Operations Specialists

1.6%

116,520

3.8Postal Service Mail Sorters, Processors, and Processing Machine Operators

1.3%

97,760

4.5Packers and Packagers, Hand

1.1%

78,130

3.7Postal Service Clerks

0.9%

4,180

3.9Stockers and Order Fillers

0.7%

54,510

3.0Bus Drivers, Transit and Intercity

0.7%

3,490

2.7Recycling Coordinators

0.7%

3,440

2.6Aircraft Cargo Handling Supervisors

0.6%

41,330

3.0Driver/Sales Workers

0.5%

2,450

2.8Aircraft Service Attendants

0.5%

37,610

2.7Railroad Conductors and Yardmasters

0.5%

2,300

1.5General and Operations Managers

0.5%

2,190

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

0.4%

2,080

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

0.4%

31,640

2.0School Bus Monitors

0.4%

31,890

3.0Locomotive Engineers

0.3%

1,680

1.7Training and Development Specialists

0.3%

25,340

2.0Captains, Mates, and Pilots of Water Vessels

0.3%

1,650

2.8Maintece and Repair Workers, General

0.3%

1,590

4.0Cleaners of Vehicles and Equipment

0.3%

22,860

2.5Sailors and Marine Oilers

0.3%

1,460

3.2Production, Planning, and Expediting Clerks

0.3%

21,090

4.0Couriers and Messengers

0.3%

1,350

4.2Office Clerks, General

0.3%

1,250

2.3Transportation Inspectors

0.3%

1,270

2.8Transportation, Storage, and Distribution Managers

0.2%

16,920

3.5Taxi Drivers

0.2%

1,030

2.3Software Developers

0.2%

1,000

1.2Avionics Technicians

0.2%

15,430

3.1Rail Car Repairers

0.2%

950

2.5Human Resources Specialists

0.2%

900

4.3Shipping, Receiving, and Inventory Clerks

0.2%

13,810

2.6Postmasters and Mail Superintendents

0.2%

12,770

2.7Railroad Brake, Signal, and Switch Operators and Locomotive Firers

0.2%

760

2.0Management Analysts

0.2%

760

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

710

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

0.1%

11,350

4.1Conveyor Operators and Tenders

0.1%

670

3.0Heavy and Tractor-Trailer Truck Drivers

0.1%

680

2.7Compliance Officers

0.1%

10,290

3.2Rail-Track Laying and Maintece Equipment Operators

0.1%

640

3.7Dispatchers, Except Police, Fire, and Ambulance

0.1%

9,240

3.7Petroleum Pump System Operators, Refinery Operators, and Gaugers

0.1%

9,710

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.1%

590

2.0Passenger Attendants

0.1%

570

2.1Buyers and Purchasing Agents, Farm Products

0.1%

560

2.8Business Operations Specialists, All Other

0.1%

510

3.2Accountants and Auditors

0.1%

540

2.1Public Relations Managers

0.1%

7,270

2.8First-Line Supervisors of Production and Operating Workers

0.1%

7,140

Miscellaneous Assemblers and Fabricators

0.1%

7,690

2.3Industrial Machinery Mechanics

0.1%

430

1.5Managers, All Other

0.1%

410

3.8Bookkeeping, Accounting, and Auditing Clerks

0.1%

430

3.8Payroll and Timekeeping Clerks

0.1%

450

3.2Sheet Metal Workers

0.1%

450

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

6,900

3.8Tank Car, Truck, and Ship Loaders

0.1%

6,890

2.8Motor Vehicle Operators, All Other

0.1%

380

2.2Project Management Specialists

0.1%

400

2.8Security Guards

0.1%

360

2.0Computer and Information Systems Managers

0.1%

6,180

4.2Machine Feeders and Offbearers

0.1%

6,100

3.1Signal and Track Switch Repairers

0.1%

5,650

2.0Ship Engineers

0.1%

5,970

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.1%

310

1.5Air Traffic Controllers

0.1%

350

3.1Market Research Analysts and Marketing Specialists

0.1%

340

2.5Computer Systems Analysts

0.1%

310

3.3Computer User Support Specialists

0.1%

4,800

4.2Material Moving Workers, All Other

0.1%

4,810

3.8Bill and Account Collectors

0.1%

4,980

4.5Packaging and Filling Machine Operators and Tenders

0.1%

4,990

2.1Electrical and Electronic Engineering Technologists and Technicians

0.1%

280

3.0Logisticians

0.1%

270

3.1Network and Computer Systems Administrators

0.1%

260

3.3Baggage Porters and Bellhops

0.1%

300

3.0Facilities Managers

0.1%

4,500

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.1%

4,460

3.0Gas Plant Operators

0.1%

4,360

2.3Operating Engineers and Other Construction Equipment Operators

0.1%

4,650

2.0Electricians

0.1%

4,730

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

4,200

2.3Crane and Tower Operators

0.1%

240

4.7File Clerks

0.1%

220

2.1Maintece Workers, Machinery

0.1%

240

1.5Sales Managers

0.1%

250

2.8Administrative Services Managers

0.1%

250

2.2Financial Managers

0.1%

3,920

1.7Tour Guides and Escorts

0.0%

180

3.2Light Truck Drivers

0.0%

170

1.8Training and Development Managers

0.0%

190

2.4Financial and Investment Analysts

0.0%

210

2.2Transportation Security Screeners

0.0%

170

2.5Concierges

0.0%

180

1.5Human Resources Managers

0.0%

200

2.5Aerospace Engineering and Operations Technologists and Technicians

0.0%

2,640

2.5Industrial Production Managers

0.0%

2,740

3.2Pump Operators, Except Wellhead Pumpers

0.0%

2,940

2.8Merchandise Displayers and Window Trimmers

0.0%

3,230

3.8Cashiers

0.0%

3,200

2.8Electrical and Electronics Installers and Repairers, Transportation Equipment

0.0%

3,160

1.0Protective Service Workers, All Other

0.0%

140

2.7Occupational Health and Safety Specialists

0.0%

140

4.0Travel Agents

0.0%

160

1.5Aerospace Engineers

0.0%

140

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.0%

150

3.3Executive Secretaries and Executive Administrative Assistants

0.0%

160

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.0%

130

1.8Public Relations Specialists

0.0%

140

2.5Marketing Managers

0.0%

190

1.8Photographers

0.0%

1,850

4.2Cost Estimators

0.0%

2,540

2.5First-Line Supervisors of Retail Sales Workers

0.0%

2,070

4.1Sewing Machine Operators

0.0%

2,300

1.8Construction Laborers

0.0%

2,120

3.4Rail Yard Engineers, Dinkey Operators, and Hostlers

0.0%

3.0Transportation Workers, All Other

0.0%

120

2.3Computer Occupations, All Other

0.0%

3.2Operations Research Analysts

0.0%

110

2.7Industrial Engineers

0.0%

1.8Labor Relations Specialists

0.0%

120

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

110

2.8Computer Network Support Specialists

0.0%

110

2.8Computer Network Architects

0.0%

3.5Procurement Clerks

0.0%

3.8Machinists

0.0%

100

2.6Technical Writers

0.0%

3.2Purchasing Managers

0.0%

130

3.7Office and Administrative Support Workers, All Other

0.0%

1,180

3.8Gas Compressor and Gas Pumping Station Operators

0.0%

1,640

3.3Landscaping and Groundskeeping Workers

0.0%

1,200

3.2Grounds Maintece Workers, All Other

0.0%

1,690

1.8Personal Care and Service Workers, All Other

0.0%

1,610

3.7Counter and Rental Clerks

0.0%

1,640

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

0.0%

1,110

2.5Coin, Vending, and Amusement Machine Servicers and Repairers

0.0%

1,680

2.2Carpenters

0.0%

1,540

2.0Plumbers, Pipefitters, and Steamfitters

0.0%

1,430

2.8Automotive Body and Related Repairers

0.0%

1,350

2.5Motorboat Mechanics and Service Technicians

0.0%

1,190

4.0Tire Repairers and Changers

0.0%

1,140

3.8Helpers--Production Workers

0.0%

1,430

3.9Production Workers, All Other

0.0%

1,270

2.9Rail Transportation Workers, All Other

0.0%

1,310

3.8Automotive and Watercraft Service Attendants

0.0%

1,370

1.7Petroleum Engineers

0.0%

3.8Shuttle Drivers and Chauffeurs

0.0%

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

3.3Retail Salespersons

0.0%

3.5Software Quality Assurance Analysts and Testers

0.0%

2.8Data Scientists

0.0%

2.3Engineers, All Other

0.0%

1.6Architectural and Engineering Managers

0.0%

1.5Information Security Analysts

0.0%

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

0.0%

2.5Database Architects

0.0%

3.8Billing and Posting Clerks

0.0%

3.2Receptionists and Information Clerks

0.0%

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

2.5Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

0.0%

3.2Welders, Cutters, Solderers, and Brazers

0.0%

1.4Lawyers

0.0%

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.0%

0.5Chief Executives

0.0%

2.2Sales Engineers

0.0%

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

4.8Data Entry Keyers

0.0%

2.8Automotive Service Technicians and Mechanics

0.0%

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

0.0%

3.0Database Administrators

0.0%

2.5Occupational Health and Safety Technicians

0.0%

1.8Self-Enrichment Teachers

0.0%

3.8Parking Attendants

0.0%

2.2Compensation and Benefits Managers

0.0%

950

1.6Construction Managers

0.0%

430

2.7Property, Real Estate, and Community Association Managers

0.0%

1,020

2.8Claims Adjusters, Examiners, and Investigators

0.0%

530

3.0Budget Analysts

0.0%

450

3.5Credit Analysts

0.0%

520

3.5Hoist and Winch Operators

0.0%

440

3.9Refuse and Recyclable Material Collectors

0.0%

720

3.8Computer Programmers

0.0%

430

3.5Web Developers

0.0%

520

2.8Web and Digital Interface Designers

0.0%

730

2.5Graphic Designers

0.0%

390

2.0Interpreters and Translators

0.0%

490

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

0.0%

480

1.4Detectives and Criminal Investigators

0.0%

530

0.8Police and Sheriff’s Patrol Officers

0.0%

430

1.8Transit and Railroad Police

0.0%

970

1.3Private Detectives and Investigators

0.0%

390

3.1Bartenders

0.0%

750

3.6Waiters and Waitresses

0.0%

480

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.0%

410

3.8Maids and Housekeeping Cleaners

0.0%

760

3.8Parts Salespersons

0.0%

990

2.8Sales and Related Workers, All Other

0.0%

1,080

2.0Riggers

0.0%

830

3.2Structural Metal Fabricators and Fitters

0.0%

860

4.2Food Batchmakers

0.0%

580

3.7Food Cooking Machine Operators and Tenders

0.0%

710

3.8Furniture Finishers

0.0%

610

3.5Paving, Surfacing, and Tamping Equipment Operators

0.0%

830

2.5Construction and Building Inspectors

0.0%

380

Highway Maintece Workers

0.0%

400

3.7Excavating and Loading Machine and Dragline Operators, Surface Mining

0.0%

650

2.5Computer, Automated Teller, and Office Machine Repairers

0.0%

1,050

3.3Control and Valve Installers and Repairers, Except Mechanical Door

0.0%

550

3.5Computer Numerically Controlled Tool Operators

0.0%

670

3.7Cooling and Freezing Equipment Operators and Tenders

0.0%

550

1.4Ambulance Drivers and Attendants, Except Emergency Medical Technicians

0.0%

710

3.8Subway and Streetcar Operators

0.0%

960

2.2Motorboat Operators

0.0%

660

3.5Bridge and Lock Tenders

0.0%

1,050

2.0Civil Engineers

0.0%

880

2.3Electrical Engineers

0.0%

420

3.2Electronics Engineers, Except Computer

0.0%

590

1.5Marine Engineers and Naval Architects

0.0%

1,060

2.5Mechanical Engineers

0.0%

570

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

430

3.3Industrial Engineering Technologists and Technicians

0.0%

450

2.5Calibration Technologists and Technicians

0.0%

850

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.0%

580

2.3Chemical Technicians

0.0%

540

4.1Office Machine Operators, Except Computer

0.0%

900

3.7Agricultural Equipment Operators

0.0%

390

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

0.0%

820

2.8Logging Equipment Operators

0.0%

860

3.8Cooks, Institution and Cafeteria

0.0%

440

3.5Cooks, Restaurant

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