EXPOSED
This title bundles two very different economics. The illustration tier — concept art, spot illustration, book covers, storyboards, editorial images, stock-style commercial work — is where generative image models already produce usable output at near-zero marginal cost, and commissioned rates have already compressed. The painting and sculpture tier survives on different grounds entirely: the object is physical, hand-made, signed, and its value is tied to a named human's authorship, exhibition record, and relationship with collectors and galleries — something a diffusion model structurally cannot supply.
Nearly all of this fall was the 2020 shock. It has been climbing back since.
Median pay $50,550 → $55,490 -12.2% 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
-1.2%
Percentage only. The projection counts a different population from the 11,220 above — it includes self-employed workers, which for this occupation is most of them, so the two headcounts are not comparable.
Exposed, and shrinking
Both signals point the same way: the tasks are largely automatable and the BLS projects -1.2% by 2034. This is the case where the score and the forecast agree, and it is the one worth taking seriously.
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.
~2,200 openings a year on average, including replacing people who leave.
ArtistPainterMuralistSculptorBlacksmithCartoonistDelineatorIce CarverPrintmakerFine ArtistIllustratorOil PainterCard PainterColor ArtistComic ArtistGlass ArtistIce SculptorManga ArtistStatue MakerFresco ArtistMural PainterPolice ArtistScene PainterScenic Artist
Holding it up: trust premium . Weakest point: liability shield .
Mixed — a routine tier and a judgment tier An 8 reflects that the brief-to-thumbnail-to-revision loop that pays most illustrators — spot art, cover comps, storyboards, background plates, character variations on a style sheet — is exactly the prompt-and-iterate workflow diffusion models now do in minutes, while the welding, stone carving, oil glazing and installation end of the title stays undigitisable, so the average sits below the mixed midpoint rather than at it.
Some physical or field component A 12 is the average of a sculptor hauling armatures, running a kiln or torch, and installing site-specific work in unpredictable spaces, and an illustrator who works entirely in Photoshop or Procreate on a tablet — the physical tier is genuinely 16-plus, the digital tier near 2.
No licence, no signature requirement A 1 is because nothing in this work requires a licence, a board, or a stamp: anyone can sell a painting or take an illustration commission, and the only legal apparatus around it is copyright and a contract, which protects the buyer's use rather than gatekeeping who may practise.
Meaningful discretion An 8 covers real authorial discretion — composition, subject, what a commission ultimately looks like — but the consequence of a wrong call is a rejected piece or an unsold canvas, not the safety, money or legal exposure of a third party, which is what separates this from the 14-plus band.
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 (8/20 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 (8/20) 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 23 of this occupation's 43 points (53%).
Embodiment (12/20) 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 fine artists, including painters, sculptors, and illustrators 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 60/100, still EXPOSED.
Enforceable provenance/disclosure regimes that make 'human-made' a verifiable, priced attribute: EU AI Act Art. 50 synthetic-content labeling obligations taking effect, plus gallery/auction house and art-fair rules requiring disclosure of generative involvement (Christie's 2025 AI-art sale backlash showed collector appetite for the distinction). If human authorship becomes certifiable rather than merely claimed, the premium on signed physical work and named illustrators widens.
Task-mix shift within illustration: if spot art, stock imagery and rough storyboards are fully absorbed by models, the surviving paid work is art direction, style-setting for a named voice, character bibles, and physical-medium commissions — a genuinely two-tier occupation where the routine tier is what is being removed. Note this raises the score for those who remain, while shrinking headcount.
Publisher and platform 'no-AI-art' contract clauses becoming standard — e.g. Society of Authors/illustrator guild pressure, children's book publishers and trade houses committing to human-illustrated covers and interiors, and Kickstarter/Steam-style mandatory AI disclosure that buyers actively filter on.
Copyright-clearance liability shifting onto whoever signs off on an image: if courts (Andersen v. Stability, Getty v. Stability) and studio insurers require a named human to warrant that delivered artwork is not infringing, the artist/art director role becomes the accountable party for a consequential call under ambiguity.
Growth in commissions that are irreducibly physical and site-specific — public art percent-for-art mandates (many US municipalities), large-scale sculpture fabrication, murals, restoration-adjacent work — shifting the occupation's center of mass toward work done with hands in uncontrolled spaces.
Narrow route only: E&O/media-liability insurers or studio legal requiring a named individual to indemnify chain-of-title on commissioned artwork, as already happens in film production art departments. This is contractual warranty, not licensure — there is no plausible licensing board for fine art, so this dimension stays near the floor.
The limit. The levers split the occupation rather than lifting it. Provenance labeling and physicality can push the painting/sculpture tier well above 43, but that tier is a small, winner-take-most market gated by gallery access, and none of these mechanisms restore commissioned illustration rates. No licensure route exists, so liability_shield is structurally capped near zero; realistic composite ceiling is roughly the mid-50s, and only for artists whose value is already tied to a named authorship and physical output.
| Los Angeles-Long Beach-Anaheim, CA | 1,270 | — |
| San Francisco-Oakland-Fremont, CA | 450 | $126,470 +128% |
| Miami-Fort Lauderdale-West Palm Beach, FL | 330 | $68,140 +23% |
| Houston-Pasadena-The Woodlands, TX | 260 | $55,490 +0% |
| Seattle-Tacoma-Bellevue, WA | 250 | $82,580 +49% |
| Atlanta-Sandy Springs-Roswell, GA | 230 | $65,010 +17% |
| Dallas-Fort Worth-Arlington, TX | 230 | $49,650 -11% |
| Orlando-Kissimmee-Sanford, FL | 210 | $49,280 -11% |
| San Francisco-Oakland-Fremont, CA | 450 | $126,470 +128% |
| Naples-Marco Island, FL | 30 | $83,670 +51% |
| Seattle-Tacoma-Bellevue, WA | 250 | $82,580 +49% |
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 43. 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.