← Risk register SOC 53-6099 · reviewed 2026-08-11

Transportation Workers, All Other

13,550 US workers · median $45,650/yr · Transportation

EXPOSED

This is a residual BLS bucket — airport ramp and gate support, transit station and platform staff, bridge and lock tenders, vehicle marshals, transport helpers — so the modal worker spends most hours on their feet in terminals, yards, and roadways rather than at a screen. That physical, weather-exposed, unpredictable-environment work is what current robotics cannot cheaply replicate, and it's the main thing holding the score up. The exposure comes from the other side: the paperwork, dispatch logs, manifest checks, and passenger-information duties are already automatable, and there is no license or personal liability protecting the role, so employers can thin headcount through automated gates, sensors, kiosks, and remote monitoring.

10-year outlook: Headcount slowly erodes as automated gates, remote monitoring, and self-service kiosks absorb the clerical and information duties, while the hands-on marshaling, cargo, and passenger-assist work stays human through 2035.

Score — 45/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 13 + 16 + 4 + 6 + 6 = 45.

Task resistance 13/20

Mixed — a routine tier and a judgment tier. Chocking an aircraft, hooking a tow bar, clearing debris off a lock gate, or physically flagging a bus into a bay resists digitisation, but the same shift includes reading manifests, logging arrival times, radioing dispatch, and answering platform passenger queries — duties already handled by automated gate systems, RFID and kiosks, which is why this sits at 13 rather than 17.

Embodiment 16/20

Hands-on in uncontrolled environments. Ramp and platform work happens outdoors in jet blast, rain, ice and diesel exhaust, with lifting, coupling, climbing, and walking live roadways or track — the environment is uncontrolled and changes hourly, though it stops short of 20 because the sites are fixed, mapped, employer-controlled facilities rather than open terrain.

Liability shield 4/20

No licence, no signature requirement. Most of these jobs need only an employer-issued badge, a SIDA or airport security clearance, and a DOT medical or CDL in some slots — no state licence, no personal certification you carry between employers, and no statutory duty that makes you rather than the carrier answerable for an incident.

Trust premium 6/20

Some relationship component. Regular ramp crews and station staff build working rapport with the flight crews, drivers, and dispatchers they see every shift, and passengers do ask the person in the vest for directions, but the employer's customers are buying the flight or the transit ride, not you, and you are interchangeable between shifts.

Judgment & accountability 6/20

Executes defined procedures on defined inputs. Ramp signals, wing-walk procedures, chock and gate sequences, lock operating schedules and platform emergency steps are written down in SOPs and checklists, and the real calls — hold the aircraft, close the bridge, cancel the run — are escalated to a supervisor, dispatcher or controller, leaving discretion mostly in the timing and pace of executing set steps.

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

Tasks already automatable

What survives

Active moats: embodiment, physical-presence, unionization

How to future-proof this job

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.