← Risk register SOC 53-7199 · reviewed 2026-08-11

Material Moving Workers, All Other

23,480 US workers · median $41,800/yr · Transportation

EXPOSED

This is a catch-all bucket of hands-on material handling — feeding conveyors, moving product between stations, operating specialized movers, tending hoppers and chutes, staging loads — none of which language AI can touch directly. The exposure comes from mechanization rather than chatbots: autonomous mobile robots, automated conveyance, and palletizing cells are being installed exactly where the work is repetitive and the floor layout is predictable. What holds is the messy, variable, non-standard handling in older plants, ports, construction sites, and mixed-load facilities, where the cost of engineering a robot exceeds the wage.

10-year outlook: Headcount in structured warehouse and plant settings keeps shrinking as mobile robots and conveyance get cheaper, while variable-site and specialized-load handling holds steady at lower volume.

Score — 38/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 13 + 16 + 2 + 3 + 4 = 38.

Task resistance 13/20

Mixed — a routine tier and a judgment tier. Clearing a jammed chute by hand, re-slinging an awkward load that won't sit on a pallet, or shifting product through a plant whose aisles were laid out in 1962 are all still cheaper to do with a person than to engineer around — but the repetitive half of the day (feeding a conveyor at fixed intervals, cycling totes between two fixed stations) is exactly what AMRs and palletizing cells already do at scale, which is why this sits at 13 and not 17.

Embodiment 16/20

Hands-on in uncontrolled environments. The whole job is body: lifting, pushing, walking loads across uneven ground, dust, cold storage, ports and construction laydown yards where the surface changes weekly and there is no fixed fixture to bolt a robot to — 16 rather than 20 only because a good share of these workers are inside a warehouse with a roof and a concrete floor.

Liability shield 2/20

No licence, no signature requirement. Nothing here requires a state licence — a powered industrial truck operator needs OSHA 1910.178(l) employer-provided training and rigging may need a qualified-person sign-off, but the employer owns that certification and the employer eats the citation, so there is no personal credential standing between you and replacement.

Trust premium 3/20

Anonymous artifact production. The product of this work is a load in the right place at the right time; the receiving supervisor cares that the pallet is staged and undamaged, not who staged it, and there is no external customer who would follow you to another employer.

Judgment & accountability 4/20

Executes defined procedures on defined inputs. Sequencing, routing and lift decisions run off pick tickets, load plans, tag weights and posted capacity charts, and anything genuinely ambiguous — an unstable stack, an overweight lift, a damaged sling — is escalated to a lead or rigging supervisor rather than called by you, which is a 4 rather than a 10.

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

Tasks already automatable

What survives

Active moats: embodiment, physical-presence

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.