← Risk register SOC 51-4111 · reviewed 2026-08-11

Tool and Die Makers

56,930 US workers · median $64,050/yr · Production

EXPOSED

The core of this job — fitting, grinding, polishing, and hand-benching die components to a few thousandths, then troubleshooting a mold that's flashing or a stamping die that's galling on the press — is tactile, iterative physical work that no current robot does. What is automating is the upstream half: CAD interpretation, CAM toolpath generation, feed-and-speed selection, tolerance stack-up math, and inspection reporting, all of which AI plus modern CAM handles increasingly well. The real threat to this occupation isn't a robot toolmaker; it's fewer toolrooms, offshored tooling, and one experienced maker supervising more automated machining than before.

10-year outlook: Employment keeps drifting down from offshoring and shop consolidation, but the remaining benchers and die troubleshooters will be scarce, older, and well paid — the shortage is of hands, not of toolpaths.

Score — 54/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 14 + 17 + 2 + 8 + 13 = 54.

Task resistance 14/20

Tasks largely resist digitisation. At 14 the split is roughly two-thirds bench and press-side work that resists digitisation — spotting a die with bluing, stoning a parting line, shimming and re-timing a progressive die between hits — against a third that CAM software and generative toolpathing already do better than a human at a terminal, which is why this isn't an 18.

Embodiment 17/20

Hands-on in uncontrolled environments. 17 reflects work done at the surface grinder, EDM tank, and then on the customer's 400-ton press floor, where you're crawling into a die shoe, feeling for burrs and drag marks, and reworking steel that's still hot — uncontrolled enough to warrant near-top marks, short of 20 only because much of the cutting happens in an enclosed shop.

Liability shield 2/20

No licence, no signature requirement. 2 because nothing legally stops an employer from putting an unlicensed operator on your jobs — journeyman cards and NIMS credentials are pay-scale and hiring signals, not statutory gatekeepers, and no regulator requires a certified die maker's sign-off on a mold before it runs production.

Trust premium 8/20

Some relationship component. 8 is where a maker sits who has real standing with specific mold and stamping customers who ask for you by name after you fixed their flash problem, but the deliverable is a die that either runs to print or doesn't — the part gets inspected, not your relationship.

Judgment & accountability 13/20

Meaningful discretion. 13 sits at the top of genuine discretion because you decide whether a die gets welded and re-cut or scrapped, where to add draw relief, and how much springback to compensate — calls worth six figures in tooling and downtime — but a toolroom lead or engineering has sign-off above you, which keeps it out of the 14-plus band.

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

Tasks already automatable

What survives

Active moats: embodiment, judgment

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.