Ainxiety | Freight Transportation Arrangement

Freight Transportation Arrangement

# 1559 overall · better than -1.6% of other industries

3.4/5Moderate Risk
AInxiety Score™

2/5

Regulatory Compliance

2/5

Capex Requirements

2/5

Workforce Flexibility

3/5

Complexity

3/5

Data Intensity

3/5

Adaptability

The Freight Transportation Arrangement industry has a mix of standardized and complex processes with significant potential for AI integration. Despite moderate regulatory and compliance barriers and balanced infrastructure needs, the increasing data-driven nature and current adaptability towards AI point to substantial but not complete automation potential.

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Freight Transportation Arrangement

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

269,000 jobs in Freight Transportation Arrangement

22.9%

61,510

3.8Cargo and Freight Agents

8.2%

21,970

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

5.5%

44,040

1.8Aircraft Mechanics and Service Technicians

5.2%

14,070

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

5.2%

13,870

1.5General and Operations Managers

5.0%

13,500

3.3Customer Service Representatives

4.8%

12,840

2.6First-Line Supervisors of Office and Administrative Support Workers

4.5%

12,230

3.0Heavy and Tractor-Trailer Truck Drivers

4.5%

331,600

3.7Postal Service Mail Carriers

3.2%

8,720

3.0Logisticians

3.1%

8,480

3.8Bookkeeping, Accounting, and Auditing Clerks

2.6%

7,110

4.3Shipping, Receiving, and Inventory Clerks

2.5%

6,780

Industrial Truck and Tractor Operators

2.3%

6,110

2.8Transportation, Storage, and Distribution Managers

2.3%

6,080

3.7Dispatchers, Except Police, Fire, and Ambulance

2.2%

17,880

2.8Aircraft Service Attendants

2.0%

5,350

2.7Compliance Officers

1.9%

5,040

2.7Recycling Coordinators

1.9%

136,850

2.0Bus Drivers, School

1.8%

4,740

4.2Office Clerks, General

1.6%

13,190

2.0Passenger Attendants

1.6%

116,520

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

1.5%

3,980

3.2Light Truck Drivers

1.3%

3,560

3.2Accountants and Auditors

1.3%

3,530

1.5Sales Managers

1.2%

9,660

2.5Sailors and Marine Oilers

1.2%

3,200

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

1.1%

8,590

2.0Captains, Mates, and Pilots of Water Vessels

1.1%

78,130

3.7Postal Service Clerks

1.0%

2,650

3.2Production, Planning, and Expediting Clerks

1.0%

2,580

3.8Billing and Posting Clerks

0.9%

7,070

1.2Avionics Technicians

0.8%

2,210

3.9Stockers and Order Fillers

0.8%

2,030

2.5Human Resources Specialists

0.8%

2,020

2.8Business Operations Specialists, All Other

0.8%

6,060

3.1Rail Car Repairers

0.7%

5,530

2.3Commercial Pilots

0.6%

1,650

2.2Financial Managers

0.6%

1,560

2.3Software Developers

0.6%

41,330

3.0Driver/Sales Workers

0.5%

1,420

2.0Management Analysts

0.5%

1,360

3.1Market Research Analysts and Marketing Specialists

0.5%

4,120

3.8Tank Car, Truck, and Ship Loaders

0.5%

1,340

4.8Data Entry Keyers

0.5%

4,010

3.3Baggage Porters and Bellhops

0.4%

31,640

2.0School Bus Monitors

0.4%

1,090

1.5Managers, All Other

0.4%

1,000

3.3Computer User Support Specialists

0.4%

960

3.8Bill and Account Collectors

0.3%

2,840

2.3Crane and Tower Operators

0.3%

840

2.5First-Line Supervisors of Non-Retail Sales Workers

0.3%

810

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.3%

770

1.7Training and Development Specialists

0.3%

790

2.0Computer and Information Systems Managers

0.3%

770

2.3Computer Occupations, All Other

0.3%

770

2.8Administrative Services Managers

0.3%

760

2.2Project Management Specialists

0.3%

2,260

2.0Ship Engineers

0.3%

740

3.3Executive Secretaries and Executive Administrative Assistants

0.3%

670

3.1Network and Computer Systems Administrators

0.3%

660

2.5Marketing Managers

0.2%

640

2.1Buyers and Purchasing Agents, Farm Products

0.2%

1,930

1.8Airline Pilots, Copilots, and Flight Engineers

0.2%

610

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

0.2%

1,880

1.8Airfield Operations Specialists

0.2%

600

0.5Chief Executives

0.2%

1,740

2.2Transportation Security Screeners

0.2%

570

4.5Packers and Packagers, Hand

0.2%

1,690

2.5Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

0.2%

530

3.2Receptionists and Information Clerks

0.2%

550

2.5Computer Systems Analysts

0.2%

1,640

4.2Material Moving Workers, All Other

0.2%

1,510

1.8Personal Care and Service Workers, All Other

0.2%

1,530

1.5Aerospace Engineers

0.2%

13,810

2.6Postmasters and Mail Superintendents

0.2%

480

2.8Sales and Related Workers, All Other

0.2%

480

1.5Human Resources Managers

0.2%

1,410

3.8Helpers--Installation, Maintece, and Repair Workers

0.2%

1,440

3.8Parking Attendants

0.2%

450

2.8Maintece and Repair Workers, General

0.2%

1,390

1.5Air Traffic Controllers

0.2%

430

2.8Computer Network Support Specialists

0.2%

420

3.2Operations Research Analysts

0.1%

390

2.8Automotive Service Technicians and Mechanics

0.1%

380

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.1%

380

4.0Order Clerks

0.1%

1,110

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

1,060

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

0.1%

1,080

2.7Railroad Conductors and Yardmasters

0.1%

1,040

3.8Shuttle Drivers and Chauffeurs

0.1%

970

3.2Rail-Track Laying and Maintece Equipment Operators

0.1%

990

2.5Motorboat Mechanics and Service Technicians

0.1%

940

2.9Rail Transportation Workers, All Other

0.1%

300

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.1%

280

3.8Cashiers

0.1%

290

3.8Payroll and Timekeeping Clerks

0.1%

280

2.4Financial and Investment Analysts

0.1%

280

2.8Security Guards

0.1%

900

3.4Rail Yard Engineers, Dinkey Operators, and Hostlers

0.1%

880

2.3Operating Engineers and Other Construction Equipment Operators

0.1%

260

2.8Motor Vehicle Operators, All Other

0.1%

260

2.7Occupational Health and Safety Specialists

0.1%

770

2.0Electricians

0.1%

780

3.8Machinists

0.1%

250

3.8Brokerage Clerks

0.1%

240

3.5Software Quality Assurance Analysts and Testers

0.1%

750

3.0Locomotive Engineers

0.1%

730

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.1%

740

3.3Retail Salespersons

0.1%

740

3.2Structural Metal Fabricators and Fitters

0.1%

750

4.5Packaging and Filling Machine Operators and Tenders

0.1%

210

4.7File Clerks

0.1%

620

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.1%

680

3.2Sheet Metal Workers

0.1%

180

2.3Transportation Inspectors

0.1%

180

3.0Transportation Workers, All Other

0.1%

190

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

0.1%

540

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.1%

600

4.1Sewing Machine Operators

0.1%

570

0.8Flight Attendants

0.1%

160

4.0Cleaners of Vehicles and Equipment

0.1%

160

2.8Claims Adjusters, Examiners, and Investigators

0.1%

170

1.5Information Security Analysts

0.1%

170

2.8Data Scientists

0.1%

170

1.4Lawyers

0.1%

160

1.4Writers and Authors

0.1%

150

2.8First-Line Supervisors of Production and Operating Workers

0.1%

520

2.1Maintece Workers, Machinery

0.1%

4,460

3.0Gas Plant Operators

0.1%

140

3.5Procurement Clerks

0.1%

140

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

140

3.7Office and Administrative Support Workers, All Other

0.1%

140

4.2Cost Estimators

0.1%

140

3.5Credit Analysts

0.1%

130

2.8Computer Network Architects

0.1%

130

3.0Database Administrators

0.1%

130

2.5Database Architects

0.1%

120

2.7Industrial Engineers

0.1%

130

Miscellaneous Assemblers and Fabricators

0.1%

410

2.2Carpenters

0.1%

390

3.5Paving, Surfacing, and Tamping Equipment Operators

0.1%

380

2.8Automotive Body and Related Repairers

0.1%

390

3.8Parts Salespersons

0.1%

400

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.1%

390

1.6Architectural and Engineering Managers

0.1%

410

3.0Bus Drivers, Transit and Intercity

0.1%

400

3.8Helpers--Production Workers

0.1%

400

3.5Bridge and Lock Tenders

0.1%

380

3.8Automotive and Watercraft Service Attendants

0.1%

3,920

1.7Tour Guides and Escorts

0.0%

110

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

120

4.5Information and Record Clerks, All Other

0.0%

120

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

100

1.8Public Relations Specialists

0.0%

100

3.0Facilities Managers

0.0%

330

2.0Riggers

0.0%

320

3.3Landscaping and Groundskeeping Workers

0.0%

330

2.5Concierges

0.0%

320

3.7Counter and Rental Clerks

0.0%

350

2.5Mechanical Engineers

0.0%

310

2.1Electrical and Electronic Engineering Technologists and Technicians

0.0%

290

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

320

1.8Self-Enrichment Teachers

0.0%

290

2.6Technical Writers

0.0%

310

1.5First-Line Supervisors of Security Workers

0.0%

290

1.0Protective Service Workers, All Other

0.0%

350

3.9Production Workers, All Other

0.0%

310

3.5Hoist and Winch Operators

0.0%

2,940

2.8Merchandise Displayers and Window Trimmers

0.0%

2.6Aircraft Cargo Handling Supervisors

0.0%

4.1Office Machine Operators, Except Computer

0.0%

3.8Computer Programmers

0.0%

220

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.0%

270

4.0Tire Repairers and Changers

0.0%

200

3.3Control and Valve Installers and Repairers, Except Mechanical Door

0.0%

210

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.0%

280

2.2First-Line Supervisors of Personal Service Workers

0.0%

210

4.0Couriers and Messengers

0.0%

260

3.2Electronics Engineers, Except Computer

0.0%

270

1.5Marine Engineers and Naval Architects

0.0%

200

2.3Engineers, All Other

0.0%

220

2.5Crossing Guards and Flaggers

0.0%

200

3.2Upholsterers

0.0%

260

2.2Motorboat Operators

0.0%

230

4.1Conveyor Operators and Tenders

0.0%

2,070

4.0Travel Agents

0.0%

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

3.2Purchasing Managers

0.0%

2.2Compensation and Benefits Managers

0.0%

1.8Training and Development Managers

0.0%

2.1Financial Specialists, All Other

0.0%

3.5Web Developers

0.0%

2.8Web and Digital Interface Designers

0.0%

150

1.8Construction Laborers

0.0%

140

2.5Painters, Construction and Maintece

0.0%

150

Miscellaneous Construction and Related Workers

0.0%

160

2.8Electrical and Electronics Installers and Repairers, Transportation Equipment

0.0%

130

3.1Signal and Track Switch Repairers

0.0%

160

2.3Electrical Engineers

0.0%

140

2.5Aerospace Engineering and Operations Technologists and Technicians

0.0%

200

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

0.0%

120

0.3Firefighters

0.0%

170

0.8Police and Sheriff’s Patrol Officers

0.0%

130

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

0.0%

190

2.9Cabinetmakers and Bench Carpenters

0.0%

130

4.2Machine Feeders and Offbearers

0.0%

1,180

3.8Gas Compressor and Gas Pumping Station Operators

0.0%

1,200

3.2Grounds Maintece Workers, All Other

0.0%

1,110

2.5Coin, Vending, and Amusement Machine Servicers and Repairers

0.0%

1,540

2.0Plumbers, Pipefitters, and Steamfitters

0.0%

1,370

1.7Petroleum Engineers

0.0%

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

0.0%

2.5Industrial Production Managers

0.0%

2.5Graphic Designers

0.0%

3.2Welders, Cutters, Solderers, and Brazers

0.0%

2.5Explosives Workers, Ordce Handling Experts, and Blasters

0.0%

100

2.0Precision Instrument and Equipment Repairers, All Other

0.0%

3.9Fast Food and Counter Workers

0.0%

2.2Sales Engineers

0.0%

2.1Public Relations Managers

0.0%

120

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

0.0%

4.0Mechanical Drafters

0.0%

3.3Industrial Engineering Technologists and Technicians

0.0%

2.5Calibration Technologists and Technicians

0.0%

1.6Construction Managers

0.0%

3.0Budget Analysts

0.0%

2.3Chemical Technicians

0.0%

2.5Occupational Health and Safety Technicians

0.0%

2.6Librarians and Media Collections Specialists

0.0%

110

3.8Cooks, Institution and Cafeteria

0.0%

3.8Food Preparation Workers

0.0%

3.5Taxi Drivers

0.0%

4.0Electromechanical Equipment Assemblers

0.0%

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

0.0%

2.0Tool and Die Makers

0.0%

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

0.0%

2.5Woodworkers, All Other

0.0%

3.7Petroleum Pump System Operators, Refinery Operators, and Gaugers

0.0%

110

3.5Computer Numerically Controlled Tool Operators

0.0%

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

0.0%

3.2Pump Operators, Except Wellhead Pumpers

0.0%

430

2.7Property, Real Estate, and Community Association Managers

0.0%

440

3.9Refuse and Recyclable Material Collectors

0.0%

440

1.8Photographers

0.0%

480

1.4Detectives and Criminal Investigators

0.0%

430

1.8Transit and Railroad Police

0.0%

970

1.3Private Detectives and Investigators

0.0%

390

3.1Bartenders

0.0%

410

3.8Maids and Housekeeping Cleaners

0.0%

860

4.2Food Batchmakers

0.0%

580

3.7Food Cooking Machine Operators and Tenders

0.0%

710

3.8Furniture Finishers

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%

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%

1,050

2.0Civil Engineers

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%

440

3.5Cooks, Restaurant

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