← Risk register SOC 53-1041 · reviewed 2026-08-11

Aircraft Cargo Handling Supervisors

9,760 US workers · median $58,170/yr · Transportation

EXPOSED

The desk half of this job — load planning, weight-and-balance computation, manifest reconciliation, crew scheduling, delay reporting — is already handled by airline load-control software and will absorb more AI. The ramp half is not: directing loaders around a live aircraft, verifying hazmat placarding and cargo restraint by hand, catching a mis-tagged pallet before pushback, and owning the safety call when weather or a ground-damage event scrambles the plan. Scored for the modal ramp/cargo supervisor at a passenger or freight carrier, not a centralized load-control specialist.

10-year outlook: Headcount thins as load planning centralizes into software-driven control centers, but a supervisor physically on the ramp signing off on hazmat, restraint, and safety stays employed through the decade.

Score — 57/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 12 + 17 + 8 + 6 + 14 = 57.

Task resistance 12/20

Mixed — a routine tier and a judgment tier. The load sheet, ULD build plan, and manifest reconciliation are already generated by systems like Sabre/AHM tools with the supervisor pressing accept, but nobody has automated walking the hold to confirm a 463L pallet's net is tensioned, that a DGR shipment's segregation matches the NOTOC, or that the belt loader operator stops before contacting the fuselage — roughly half the shift resists, which is why this sits at 12 rather than 16.

Embodiment 17/20

Hands-on in uncontrolled environments. This is ramp work in whatever the weather does: inside cargo holds at outside-air temperature, on wet aprons under jet blast, hand-checking tiedowns and lock latches, riding K-loaders, and doing it inside an active aircraft movement area where a positioning error becomes ground damage — 17 rather than 20 only because a meaningful share of the shift is spent at a terminal reconciling paperwork.

Liability shield 8/20

Certification preferred, not legally required. No FAA airman certificate protects this role — the credentials are employer-issued and program-based (IATA/49 CFR 175 hazmat recurrent training, SIDA badge, GSE operating authorizations), and when a load is out of CG or an undeclared lithium shipment gets aboard, enforcement lands on the certificate holder — the airline — with the supervisor exposed to termination and badge pull rather than personal license revocation, which is what puts this at 8 instead of 3.

Trust premium 6/20

Some relationship component. Flight crews, dispatch, and freight forwarders care that the load sheet is correct and the aircraft closes on time, not who signed it; the relationship value is limited to the accumulated credibility with a specific station's captains and the handling agents who know which supervisor's ramp doesn't damage freight — real, but replaceable across shifts, hence 6.

Judgment & accountability 14/20

Exists to be accountable for ambiguous calls. When a last-minute AVI or human-remains shipment arrives, a pallet weight is obviously wrong, or a thunderstorm cell forces ramp closure mid-load, the supervisor decides whether to offload, reweigh, re-sequence, or hold the departure — calls made in minutes against pushback pressure with the safety-of-flight consequence real, though bounded by the carrier's GOM and weight-and-balance limits, which keeps it at 14 rather than 18.

Confidence: medium · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: embodiment, physical-presence, judgment

How to future-proof this job

Escape hatches — adjacent fields with better verdicts

Computed from U.S. Dept. of Labor O*NET skill profiles: high overlap with what you already do, materially higher resistance score.

Captains, Mates, and Pilots of Water Vessels SAFE · 74/100 · you already have ~58% of the skill profile

Skills to close: Equipment Maintenance, Repairing, Operation and Control, Management of Financial Resources

Motorboat Operators SAFE · 72/100 · you already have ~51% of the skill profile

Skills to close: Equipment Maintenance, Operation and Control, Operations Monitoring, Repairing

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.