Occupation baseline · Research consensus
Will AI replace Aircraft Cargo Handling Supervisors?
Baseline AI displacement risk for Aircraft Cargo Handling Supervisors, aggregated from 5 research sources.
What this score means
Aircraft Cargo Handling Supervisors is among the least exposed roles in Transportation. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 14 out of 100 it scores 6 points below the Transportation average of 20. Across the 5 sources behind this baseline, individual estimates run from 5 to 28, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Aircraft Cargo Handling Supervisors, most central first.
- 01Determine the quantity and orientation of cargo, and compute an aircraft's center of gravity.
- 02Direct ground crews in the loading, unloading, securing, or staging of aircraft cargo or baggage.
- 03Train new employees in areas such as safety procedures or equipment operation.
- 04Distribute cargo to maximize use of space.
- 05Calculate load weights for different aircraft compartments, using charts and computers.
- 06Accompany aircraft as a member of the flight crew to monitor and handle cargo in flight.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 5 research sources that scored Aircraft Cargo Handling Supervisors for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Aircraft Cargo Handling Supervisors?
- Published research puts Aircraft Cargo Handling Supervisors at 14 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Aircraft Cargo Handling Supervisors?
- Only partly. Individual estimates for Aircraft Cargo Handling Supervisors run from 5 to 28 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which transportation roles face similar AI exposure?
- The closest published transportation roles to Aircraft Cargo Handling Supervisors by score are Recycling and Reclamation Workers (14/100), Industrial Truck and Tractor Operators (15/100), and Railroad Brake, Signal, and Switch Operators and Locomotive Firers (15/100). Each has its own page with the research behind its number.
Also covers
Air Cargo Ground Crew Supervisor · Air Cargo Ground Operations Supervisor · Air Cargo Specialist Supervisor · Air Cargo Supervisor · Aircraft Loadmaster · Airfreight Loading Supervisor · Airport Operations Supervisor · Airport Ramp Supervisor and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
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More transportation occupations
- Airline Pilots, Copilots, and Flight Engineers16/100
- Cleaners of Vehicles and Equipment16/100
- First-Line Supervisors of Transportation Workers, All Other16/100
- Industrial Truck and Tractor Operators15/100
- Railroad Brake, Signal, and Switch Operators and Locomotive Firers15/100
- Wellhead Pumpers15/100
- Recycling and Reclamation Workers14/100
- Automotive and Watercraft Service Attendants12/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.