Transportation and Material Moving: will AI take these jobs?
Estimated AI replacement risk, out of 100, for 49 jobs in this U.S. occupational field. Each is an estimate from published task research: within about 19 points for 4 in 5 of the jobs we checked. No person reviewed them. How we estimate
Scored by hand in this field
Estimated from research, highest first
- Air Traffic Controllersestimate ±19, low confidence64Moderate
- Commercial Pilotsestimate ±19, low confidence55Moderate
- Taxi Driversestimate ±19, low confidence55Moderate
- Railroad Conductors and Yardmastersestimate ±1953Moderate
- Recycling Coordinatorsestimate ±1953Moderate
- Driver/Sales Workersestimate ±1951Moderate
- First-Line Supervisors of Material-Moving Machine and Vehicle Operatorsestimate ±1950Moderate
- Traffic Techniciansestimate ±1950Moderate
- Airfield Operations Specialistsestimate ±1947Moderate
- Light Truck Driversestimate ±1946Moderate
- Subway and Streetcar Operatorsestimate ±1946Moderate
- Bridge and Lock Tendersestimate ±1945Moderate
- First-Line Supervisors of Helpers, Laborers, and Material Movers, Handestimate ±1945Moderate
- First-Line Supervisors of Passenger Attendantsestimate ±1945Moderate
- Transportation Inspectorsestimate ±1944Lower
- Flight Attendantsestimate ±19, low confidence42Lower
- Transportation Vehicle, Equipment and Systems Inspectors, Except Aviationestimate ±1942Lower
- Locomotive Engineersestimate ±1936Lower
- Passenger Attendantsestimate ±1936Lower
- Shuttle Drivers and Chauffeursestimate ±1935Lower
- Aviation Inspectorsestimate ±1934Lower
- Stockers and Order Fillersestimate ±1933Lower
- Captains, Mates, and Pilots of Water Vesselsestimate ±1932Lower
- Bus Drivers, Transit and Intercityestimate ±1931Lower
- Gas Compressor and Gas Pumping Station Operatorsestimate ±1931Lower
- Bus Drivers, Schoolestimate ±1928Lower
- Parking Attendantsestimate ±1928Lower
- Automotive and Watercraft Service Attendantsestimate ±1926Lower
- Conveyor Operators and Tendersestimate ±1925Lower
- Pump Operators, Except Wellhead Pumpersestimate ±1925Lower
- Refuse and Recyclable Material Collectorsestimate ±1925Lower
- Ship Engineersestimate ±1925Lower
- Rail Yard Engineers, Dinkey Operators, and Hostlersestimate ±1923Very low
- Crane and Tower Operatorsestimate ±19, low confidence18Very low
- Motorboat Operatorsestimate ±1918Very low
- Railroad Brake, Signal, and Switch Operators and Locomotive Firersestimate ±1918Very low
- Machine Feeders and Offbearersestimate ±1917Very low
- Packers and Packagers, Handestimate ±1916Very low
- Ambulance Drivers and Attendants, Except Emergency Medical Techniciansestimate ±19, low confidence15Very low
- Sailors and Marine Oilersestimate ±1915Very low
- Tank Car, Truck, and Ship Loadersestimate ±1915Very low
- Wellhead Pumpersestimate ±1913Very low
- Aircraft Service Attendantsestimate ±1912Very low
- Cleaners of Vehicles and Equipmentestimate ±1912Very low
- Laborers and Freight, Stock, and Material Movers, Handestimate ±1911Very low
- Industrial Truck and Tractor Operatorsestimate ±19, low confidence9Very low
- Recycling and Reclamation Workersestimate ±198Very low
- Hoist and Winch Operatorsestimate ±194Very low
- Airline Pilots, Copilots, and Flight Engineersno estimate: the research disagrees about this jobNo estimate
This site includes information from the O*NET 30.1 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA. USDOL/ETA has not approved, endorsed, or tested these modifications. Task ratings: Eloundou, Manning, Mishkin and Rock (2023), MIT licence (licence texts).