SurviAGI
All sectors

Transportation and Material Moving

How far apart the occupations inside this sector are.

AI finishes914 tasks

1%

of this sector's tasks, at L2 or above. The middle sector is at 3%.

Spread inside52

4pt

points between its widest and its narrowest occupation, among the 3 anything was read about.

The work in this sector, as 100 squares

One square, one task, filled to the lowest level covering it.

of 914

The same grid as text
  • L5 · Full automationemptyAI delivers alone in any setting, with no defined scope limiting it.
  • L4 · High automationemptyAI delivers alone inside a defined scope, running in real business.
  • L3 · Conditional automationemptyAI completes it; a person spot-checks rather than reviews each one.
  • L2 · Partial automation7AI produces the bulk; a person reviews and corrects every item.
  • L1 · AssistedemptyAI helps in places; a person does the whole delivery.
  • L0 · ManualemptyAI takes no part in this work.
  • Unknown97part of this work has no evidence either way
  • Untouched810no update in the collected window mentions it

What moved it

Updates that left evidence on work reaching this sector.

2026-08-2546 days recorded2026-10-08
  1. 10-08AMIE matches doctor diagnoses in 90% of 100 patient interactions with 0 safety stopsAssess practical performance and occupational competence
  2. 10-08Astrophysicist uses Claude Science to build first complete ultraviolet sky mapAssess practical performance and occupational competence
  3. 10-08Ignite Vision builds AI creator matching on Qwen, cutting screening from hours to minutesAssess practical performance and occupational competence
  4. 10-07Claude Haiku 5.5 generally available in GitHub CopilotAssess practical performance and occupational competence
  5. 10-07Google Research shares RCT findings on AI and professional expertiseAssess practical performance and occupational competence
  6. 10-07Gemini in Google Docs can convert briefs into presentation decksAssess practical performance and occupational competence

and 54 more

What AI does here

The work reaching this sector, furthest first.

Inside this sector

Occupations52

The same hundred squares, once per occupation, ranked.

  • WidestAircraft Cargo Handling Supervisors17%
  • NarrowestStockers and Order Fillers13%
  • 4 points apart no update in the collected window mentions this occupation 49 more have no evidence at all.
Sort by
  1. Aircraft Cargo Handling Supervisors6 tasks
  2. Laborers and Freight, Stock, and Material Movers, Hand13 tasks
  3. Stockers and Order Fillers30 tasks
  4. Air Traffic Controllers23 tasks
  5. Aircraft Service Attendants11 tasks
  6. Airfield Operations Specialists27 tasks
  7. Airline Pilots, Copilots, and Flight Engineers24 tasks
  8. Ambulance Drivers and Attendants, Except Emergency Medical Technicians11 tasks
  9. Automotive and Watercraft Service Attendants14 tasks
  10. Aviation Inspectors13 tasks
  11. Bridge and Lock Tenders18 tasks
  12. Bus Drivers, School17 tasks
  13. Bus Drivers, Transit and Intercity14 tasks
  14. Captains, Mates, and Pilots of Water Vessels30 tasks
  15. Cleaners of Vehicles and Equipment20 tasks
  16. Commercial Pilots24 tasks
  17. Conveyor Operators and Tenders23 tasks
  18. Crane and Tower Operators11 tasks
  19. Dredge Operators6 tasks
  20. Driver/Sales Workers11 tasks
  21. First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand24 tasks
  22. First-Line Supervisors of Material-Moving Machine and Vehicle Operators22 tasks
  23. First-Line Supervisors of Passenger Attendants19 tasks
  24. Flight Attendants25 tasks
  25. Gas Compressor and Gas Pumping Station Operators13 tasks
  26. Heavy and Tractor-Trailer Truck Drivers29 tasks
  27. Hoist and Winch Operators13 tasks
  28. Industrial Truck and Tractor Operators9 tasks
  29. Light Truck Drivers13 tasks
  30. Locomotive Engineers15 tasks
  31. Machine Feeders and Offbearers13 tasks
  32. Motorboat Operators16 tasks
  33. Packers and Packagers, Hand12 tasks
  34. Parking Attendants15 tasks
  35. Passenger Attendants12 tasks
  36. Pump Operators, Except Wellhead Pumpers14 tasks
  37. Rail Yard Engineers, Dinkey Operators, and Hostlers23 tasks
  38. Railroad Brake, Signal, and Switch Operators and Locomotive Firers25 tasks
  39. Railroad Conductors and Yardmasters20 tasks
  40. Recycling Coordinators23 tasks
  41. Recycling and Reclamation Workers14 tasks
  42. Refuse and Recyclable Material Collectors14 tasks
  43. Sailors and Marine Oilers24 tasks
  44. Ship Engineers17 tasks
  45. Shuttle Drivers and Chauffeurs26 tasks
  46. Subway and Streetcar Operators10 tasks
  47. Tank Car, Truck, and Ship Loaders19 tasks
  48. Taxi Drivers16 tasks
  49. Traffic Technicians22 tasks
  50. Transportation Inspectors17 tasks
  51. Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation20 tasks
  52. Wellhead Pumpers14 tasks

median 0% · share of tasks AI produces the bulk of, leaving a person to check