← Risk register SOC 27-1012 · reviewed 2026-08-11

Craft Artists

4,580 US workers · median $46,080/yr · Media

EXPOSED

Throwing pots, weaving, setting stones, and finishing wood are hand skills in uncontrolled physical conditions that no current robot performs at craft quality, so the making itself is safe. The exposure is commercial, not manual: generative image tools flood the visual-design and pattern-ideation layer, product listings and marketing copy are already automated, and AI-assisted mass production undercuts the mid-price 'handmade-looking' market where most craft artists actually sell. Median income here is thin and often supplemented, so demand erosion bites harder than task automation.

10-year outlook: The hand-making survives intact, but the low-price handmade market keeps getting hollowed out by cheap AI-designed mass goods, pushing craft artists toward bespoke commissions, teaching, and provenance-driven direct sales.

Score — 55/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 14 + 17 + 1 + 14 + 9 = 55.

Task resistance 14/20

Tasks largely resist digitisation. Centering clay, kiln-firing to a target cone, bezel-setting a cabochon, and hand-sanding a joint through grits are sequential physical judgments with no digital substitute, but the design sketching, pattern drafting, and Etsy listing work that fills the other half of the week is already being done by generative tools, which is what holds this at 14 rather than 18.

Embodiment 17/20

Hands-on in uncontrolled environments. You work standing at a wheel, loom, bench, or bandsaw with variable material stock — wood that moves with humidity, clay that flops, stone with hidden fractures — and adapt mid-motion by feel; the 17 rather than 20 reflects that most of it happens in your own studio rather than on unpredictable jobsites.

Liability shield 1/20

No licence, no signature requirement. There is no licence, board, or continuing-education requirement to sell hand-thrown mugs or silver rings, and the only statutory hooks are CPSIA lead limits on children's items and FTC country-of-origin labeling — neither of which requires a credentialed human, hence 1.

Trust premium 14/20

The human relationship is the product. Repeat collectors, gallery reps, and craft-fair regulars buy your hand specifically — the maker's story and the fact that you touched the object is the price premium over an identical import — but a large share of sales are still one-off booth transactions with strangers, which keeps this at 14 instead of the high teens.

Judgment & accountability 9/20

Meaningful discretion. You decide glaze combinations, price points, which commission to accept, and when a piece gets scrapped rather than sold — real discretion over your own reputation and inventory — but nobody else's money, safety, or legal position turns on those calls, so 9 rather than 14.

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

Tasks already automatable

What survives

Active moats: embodiment, trust, 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.