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.
Roughly flat across the period, with year-to-year wobble.
Median pay $34,710 → $46,080 +6.2% in real terms
This line is counted by the Bureau of Labor Statistics — the one figure on this page that isn't a judgement of ours. Headcount moves on demand, offshoring, demographics and the business cycle, and automation is one term among several, often not the loudest.
So a falling line is not evidence that AI did it, and a rising one is not evidence that it won't. Both happen in this register: some occupations resist automation and shrink anyway, others are highly automatable and keep growing. The marked year is 2020.
BLS projection, 2024–2034
+2.1%
Percentage only. The projection counts a different population from the 4,580 above — it includes self-employed workers, which for this occupation is most of them, so the two headcounts are not comparable.
Growing, and only partly exposed
The BLS expects +2.1% more of these jobs by 2034, and at 55/100 the work is only partly exposed — some tasks are automatable, the core of the job is not. Nothing here is in tension.
Different clocks. The score is what current AI could do to this work today. The projection is how many of these jobs will exist in 2034. Everything between the two — how fast employers actually adopt, whether demand grows in the meantime — is why they can point opposite ways without either being wrong.
~1,000 openings a year on average, including replacing people who leave.
InkerArtistFramerArtisanColorerCopyistCrafterLuthierModelerOpaquerQuilterColoristCraftsmanGoldsmithToy MakerHand PotterHand-WeaverTaxidermistCalligrapherCandle MakerCraft WorkerFiber ArtistGlass ArtistGuitar Maker
Holding it up: embodiment . Weakest point: liability shield .
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.
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.
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.
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.
The verdict above describes this occupation as a whole. Almost nobody does the typical version of a job — tick what's actually in your week and see how your own mix sits.
Your task mix speaks to task resistance (14/20 here) — how much of the day's work current AI already does. That is the dimension the boxes above are about.
It cannot move the other three. Liability shield (1/20) is whether the law requires a licensed human to sign. Trust premium (14/20) is whether buyers specifically pay for a person. Judgment and accountability (9/20) is whether the role exists to own consequential calls. Those are facts about the occupation's standing, not about which tasks are in your week — a paralegal who does only trial exhibits still holds no licence. Together they are 24 of this occupation's 55 points (44%).
Embodiment (17/20) is also a property of the work rather than the worker, but we don't tag individual tasks as physical or not, so the picker can't tell you anything about it. That's a limit of this tool, not a claim.
Did we get the list right? Tell us what's missing — the tasks are written from the outside, and you're reading this from the inside.
No occupation passed every test: close enough to craft artists on skills and subject matter, at least 10 points more resistant, no big jump in training, no new licence, no pay cut, and not shrinking on its own. That happens for 223 of the 654 occupations here that aren't SAFE, and it is worth stating plainly rather than leaving the section off.
The usual reason is that exposure travels with the skill profile. The jobs most similar to yours tend to be exposed for the same reasons yours is, so the near neighbours don't clear the gap — and the ones that do are a different kind of work, not a transfer of what you already know. Read that as a limit of this method, not a verdict that you're stuck: it only compares whole occupations, and it cannot see specialisation, industry, or anything you'd bring that isn't in a federal skill survey.
Here is that claim on your own job rather than in the abstract. These are the three occupations closest to this one by skill and subject matter — the places the work would most naturally transfer — with what the register scores them:
That is the whole problem in three lines. The nearest work is not meaningfully safer, so there is no move here that trades a similar skill set for a better verdict. This is not us running out of ideas — it is what the neighbourhood looks like.
The moves above are yours to make. This is the other half: what would have to change in the world for the occupation itself to score higher. None of it is in any one person's gift, but it is where the floor actually comes from. Scores here are not a one-way ratchet. Only two of the five dimensions — task resistance and embodiment — track what machines can do. The other three track law, what buyers will pay for, and who is answerable, and those move in both directions, often in response to the same pressure AI creates. If every lever below landed, this occupation would score around 69/100 — SAFE.
Task-mix shift as the low-margin 'handmade-looking' tier is fully taken by AI-designed mass production: the surviving work concentrates in commission, restoration, one-off architectural/liturgical, and gallery pieces where the client is buying an irreplicable object and iterative in-person judgment. This raises the score for the remaining population while shrinking that population — a narrower, more resistant occupation.
Enforceable provenance labeling for handmade goods — e.g. FTC action against 'handmade' claims on AI-designed/machine-produced items, or Etsy actually enforcing (and auditing) its handmade policy with seller verification and AI-disclosure tags. A verified 'made by a named human hand' mark that buyers can check turns the current soft preference into a price-supported one. Precedent: EU AI Act Art. 50 disclosure norms, and existing Indian Arts and Crafts Act of 1990, which criminalizes falsely marketing goods as Native-made and demonstrably sustains price premiums for certified makers.
Growth of commission and conservation work where the artist owns irreversible material decisions on a client's valuable object (repair of an heirloom, stone-setting on a customer's diamond, restoration of a historic fitting) and carries the loss if it goes wrong. Jewelers already work under bailment liability for customer-supplied stones; more of the surviving work being of this type raises consequence-ownership.
Extension of state-level authenticity certification beyond Native craft — e.g. a state 'certified handmade' registry tied to craft-fair juried admission, or American Craft Council / Craft Emergency Relief Fund adopting a maker-verified mark that galleries and high-end fairs require for booth eligibility.
Narrow route only: state jeweler/precious-metals licensing and assay or metal-content certification requirements, and CPSC children's-product testing where a named maker must certify lead/phthalate compliance. This applies to a minority of craft artists and would not lift the occupation-wide score much.
The limit. The binding constraint is demand, not capability — embodiment is already near-max and the making was never the exposed part. Even a fully enforced handmade label protects price, not volume; a smaller number of makers selling at higher margin scores better on this register while the occupation contracts. There is no realistic route to a meaningful liability shield across the occupation as a whole.
| Detroit-Warren-Dearborn, MI | 190 | $25,960 -44% |
| Portland-Vancouver-Hillsboro, OR-WA | 130 | $51,060 +11% |
| Los Angeles-Long Beach-Anaheim, CA | 110 | $100,410 +118% |
| Chicago-Naperville-Elgin, IL-IN | 100 | $49,200 +7% |
| Orlando-Kissimmee-Sanford, FL | 60 | $47,670 +3% |
| Philadelphia-Camden-Wilmington, PA-NJ-DE-MD | 60 | $49,290 +7% |
| Cleveland, OH | 50 | $43,040 -7% |
| Cincinnati, OH-KY-IN | 40 | $32,830 -29% |
| Los Angeles-Long Beach-Anaheim, CA | 110 | $100,410 +118% |
| Portland-Vancouver-Hillsboro, OR-WA | 130 | $51,060 +11% |
| Philadelphia-Camden-Wilmington, PA-NJ-DE-MD | 60 | $49,290 +7% |
We have no reported case of a named organisation automating this occupation. Not one deployment, not one announcement.
That is worth saying out loud next to a score of 55. The verdict above is about what the work exposes — what current AI could do to these tasks. It is not a claim that anyone has done it. For this occupation those two things have come apart completely: the capability argument is on this page, and the evidence column is empty.
Has AI actually changed your work? One tap, anonymous, and the running tally is public. Nothing else is asked of you.
Rather than check back: get the digest and we'll tell you what changed — or watch a single occupation from its own page.