← Risk register SOC 51-9041 · reviewed 2026-08-11

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

58,770 US workers · median $45,760/yr · Production

EXPOSED

The work is hands-on — mounting dies, threading stock, adjusting temperature and pressure, clearing jams, gauging parts with calipers — which language models cannot touch, so the threat here is factory automation and sensor-driven closed-loop control, not chatbots. Modern extrusion and press lines already self-correct feed rate, temperature, and thickness, and machine-vision inspection is replacing the operator's visual defect checks and log sheets. What holds is the setup-and-recovery tier: the person who changes over tooling, diagnoses why the profile is drifting, and gets a fouled line running again.

10-year outlook: Headcount keeps drifting down as lines add closed-loop control and vision inspection, while setup, changeover, and troubleshooting roles consolidate into fewer, better-paid multi-machine technicians.

Score — 36/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 11 + 15 + 2 + 3 + 5 = 36.

Task resistance 11/20

Mixed — a routine tier and a judgment tier. Closed-loop PLC control already holds temperature, screw speed and line pull without you touching a dial, and vision systems log dimensional drift you used to record by hand — but die changeovers, purging a color transition, and pulling a burnt slug out of a hot barrel still require somebody at the machine, which is why this sits at 11 rather than down with pure tenders.

Embodiment 15/20

Hands-on in uncontrolled environments. You are at the press in hearing protection, handling hot tooling, threading stock into a running line, and clearing jams in an environment with variable material behavior, thermal hazard and pinch points — 15 not 18 because the work happens at a fixed station on a plant floor, not in unpredictable outdoor or customer sites.

Liability shield 2/20

No licence, no signature requirement. No state licence gates this occupation; a forklift or lockout-tagout card and an in-house qualification on a specific press are all that stands between a new hire and the job, and product defect liability lands on the manufacturer's QA sign-off, not your name.

Trust premium 3/20

Anonymous artifact production. The customer buys the profile, gasket or briquette to spec and never learns who ran it; your relationships are with the shift supervisor and the setup crew, which is worth something internally but nothing that stops a plant from replacing the position.

Judgment & accountability 5/20

Executes defined procedures on defined inputs. Setpoints come off the job ticket or standard operating sheet and out-of-spec parts go to a lead or quality inspector for the disposition call, so your discretion is bounded to nudging pressure and pull speed within a written window — real skill, but not a call anyone holds you accountable for after the fact.

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

Tasks already automatable

What survives

Active moats: embodiment, physical-presence

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.

Industrial Machinery Mechanics SAFE · 67/100 · you already have ~81% of the skill profile

Skills to close: Equipment Maintenance, Repairing, Troubleshooting, Systems Evaluation

Maintenance Workers, Machinery EXPOSED · 63/100 · you already have ~77% of the skill profile

Skills to close: Equipment Maintenance, Installation, Repairing, Troubleshooting

Stationary Engineers and Boiler Operators EXPOSED · 64/100 · you already have ~74% of the skill profile

Skills to close: Systems Evaluation, Equipment Maintenance, Negotiation, Active Learning

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.