← Risk register Form CI-S · reviewed 2026-08-11

Transportation & AI

50 occupations · 13,677,170 US workers · $645.1B in annual wages

How this sector scores

Transportation averages 50/100 across its occupations, or 43/100 weighted by how many people actually work each one. No sector is uniformly anything — the spread below is the point.

COOKED 5 · EXPOSED 36 · SAFE 9 · 2 contested

Occupation Verdict Resistance Where it holdsT·E·L·R·J Workers
Laborers and Freight, Stock, and Material Movers, Hand EXPOSED 39/100 T E L R J 2,950,280
Stockers and Order Fillers EXPOSED 35/100 T E L R J 2,833,810
Heavy and Tractor-Trailer Truck Drivers EXPOSED 48/100 T E L R J 2,062,040
Light Truck Drivers EXPOSED 46/100 T E L R J 983,300
Industrial Truck and Tractor Operators EXPOSED 34/100 T E L R J 774,420
First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors EXPOSED 52/100 T E L R J 623,640
Packers and Packagers, Hand COOKED 32/100 T E L R J 559,820
Driver/Sales Workers EXPOSED 50/100 T E L R J 409,180
Bus Drivers, School SAFE 71/100 T E L R J 402,930
Cleaners of Vehicles and Equipment EXPOSED 40/100 T E L R J 380,430
Shuttle Drivers and Chauffeurs EXPOSED 47/100 T E L R J 248,530
Bus Drivers, Transit and Intercity EXPOSED 58/100 T E L R J 159,240
Refuse and Recyclable Material Collectors EXPOSED 55/100 T E L R J 147,240
Parking Attendants COOKED 32/100 T E L R J 137,880
Flight Attendants SAFE 73/100 T E L R J 131,650
Airline Pilots, Copilots, and Flight Engineers SAFE 75/100 T E L R J 103,560
Automotive and Watercraft Service Attendants EXPOSED 41/100 T E L R J 102,010
Commercial Pilots SAFE 73/100 T E L R J 47,630
Motor Vehicle Operators, All Other EXPOSED 50/100 T E L R J 46,880
Railroad Conductors and Yardmasters EXPOSED 61/100 T E L R J 46,440
Crane and Tower Operators SAFE 67/100 T E L R J 42,890
Machine Feeders and Offbearers COOKED 23/100 T E L R J 42,330
Taxi Drivers COOKED 32/100 T E L R J 41,050
Captains, Mates, and Pilots of Water Vessels SAFE 74/100 T E L R J 36,850
Locomotive Engineers EXPOSED 60/100 T E L R J 33,470
Sailors and Marine Oilers EXPOSED 60/100 T E L R J 31,670
Aircraft Service Attendants EXPOSED 53/100 T E L R J 31,300
Passenger Attendants EXPOSED 47/100 T E L R J 27,110
Transportation Inspectors SAFE 67/100 T E L R J 24,500
Material Moving Workers, All Other EXPOSED 38/100 T E L R J 23,480
Conveyor Operators and Tenders COOKED 30/100 T E L R J 22,930
Air Traffic Controllers EXPOSED 63/100 T E L R J 22,510
Wellhead Pumpers EXPOSED 44/100 T E L R J 17,990
Airfield Operations Specialists EXPOSED 63/100 T E L R J 15,190
Transportation Workers, All Other EXPOSED 45/100 T E L R J 13,550
Ambulance Drivers and Attendants, Except Emergency Medical Technicians EXPOSED 50/100 T E L R J 12,630
Railroad Brake, Signal, and Switch Operators and Locomotive Firers EXPOSED 47/100 T E L R J 12,400
Tank Car, Truck, and Ship Loaders EXPOSED 53/100 T E L R J 10,700
Subway and Streetcar Operators EXPOSED 40/100 T E L R J 10,200
Pump Operators, Except Wellhead Pumpers EXPOSED 41/100 T E L R J 9,780
Aircraft Cargo Handling Supervisors EXPOSED 57/100 T E L R J 9,760
Ship Engineers SAFE 73/100 T E L R J 8,400
Traffic Technicians EXPOSED 35/100 T E L R J 7,860
Rail Yard Engineers, Dinkey Operators, and Hostlers EXPOSED 44/100 T E L R J 3,920
Gas Compressor and Gas Pumping Station Operators EXPOSED 41/100 T E L R J 3,510
Bridge and Lock Tenders EXPOSED 35/100 T E L R J 3,040
Hoist and Winch Operators EXPOSED 47/100 T E L R J 2,600
Motorboat Operators SAFE 72/100 T E L R J 2,480
Rail Transportation Workers, All Other EXPOSED 53/100 T E L R J 1,120
Dredge Operators EXPOSED 53/100 T E L R J 1,040

Reported in this sector

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