COOKED
The job is physical — standing at a line, starting and stopping belts, clearing jams, sorting and positioning material, logging throughput — so language AI barely touches it directly, but conventional automation does: sensors, PLCs, vision-based sorting, and variable-speed drives were built specifically to eliminate the tending function. What remains is jam-clearing, manual feeding of awkward loads, and lockout/tagout maintenance help in cluttered plant environments, which is genuine embodiment but low-discretion and easily consolidated into fewer material-handling roles. No license, no client relationship, and almost no ambiguous decision authority means there is nothing holding headcount in place once a facility upgrades its line.
Mixed — a routine tier and a judgment tier. Starting, stopping and speed-adjusting a belt, watching for spills and logging tonnage are already done by PLCs, load cells and photoeyes in any plant built after 1995 — the 8 rather than 3 reflects that unjamming a rock crusher chute, hand-feeding irregular bales or lumber onto a moving belt, and hosing down a plugged transfer point still need a body on the floor.
Hands-on in uncontrolled environments. You work on catwalks and in transfer tunnels around pinch points, moving guards, shoveling spillage under tail pulleys, and reaching into equipment that will amputate — uncontrolled dust, noise and grade conditions put this at 15, short of the 18-20 reserved for jobs that move to a new unmapped worksite every day.
No licence, no signature requirement. No state licence, no board certification: your employer's OSHA 1910.147 lockout/tagout authorization and a forklift or crane card are internal paperwork, so the citation lands on the company, not you — the 1 rather than 0 is only that authorized-employee designation.
Anonymous artifact production. Downstream nobody knows which tender kept the line running; the output is tons moved past a scale, and a temp from the agency can hold the same station tomorrow — the 2 covers only the crew knowing which of you can hear a bearing going bad.
Executes defined procedures on defined inputs. Your calls are bounded by written procedure — e-stop when the belt tracks off, radio the millwright, don't reach past the guard — and the real decisions about feed rate, blending and shutdown sit with the control-room operator or shift supervisor, which is why this sits at 4 and not 10.
Logging Equipment Operators EXPOSED
Has AI actually changed your work?