← Risk register SOC 47-2141 · reviewed 2026-08-11

Painters, Construction and Maintenance

225,190 US workers · median $49,400/yr · Construction

EXPOSED verdict contested

Almost nothing a painter does is text or screen work: scraping and sanding, patching drywall, masking and taping edges, setting ladders and scaffolds, cutting in trim by hand, and spraying exteriors in variable weather are all unautomated by current robotics. AI's real bite is on the office side — estimating square footage and paint quantities, generating bids and proposals, scheduling crews, and producing color-visualization mockups for clients. The exposure that matters here is competitive and economic (bid-price compression, easier entry for anyone who can generate a professional-looking quote), not task replacement.

10-year outlook: Demand holds steady through 2035 on repaint and maintenance cycles that no robot can reach, but margins tighten as automated estimating lets more contractors bid the same jobs — the painters who protect income are the ones certified for lead-safe and specialty coating work.

Score — 65/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 18 + 20 + 6 + 11 + 10 = 65.

Task resistance 18/20

Tasks largely resist digitisation. Cutting in a straight line where wall meets ceiling on a 90-year-old out-of-plumb wall, feathering a patch so it disappears under a sheen, and judging when a coat has flashed enough to recoat are hand-eye tasks no commercial system performs; the 18 rather than 20 reflects that mass repetitive spray work — new-construction interiors, warehouse decks, structural steel in shops — is already being done by spray robots and automated line equipment.

Embodiment 20/20

Hands-on in uncontrolled environments. You work from extension ladders, pump jacks and swing stages, in attics and crawlspaces, over occupied furniture, on exteriors where wind and dew point decide whether you can spray at all, and in enclosed spaces where lead-paint dust and solvent vapor drive your respirator choice — there is no controlled cell for any of it.

Liability shield 6/20

Certification preferred, not legally required. Most states license the painting contractor, not the painter, and the credential that actually attaches to your person is the EPA RRP renovator certification for pre-1978 housing plus OSHA lead and silica training — real requirements with real fines, but they attach to the firm's certification and the GC's contract, not to a personal seal you sign a job off with.

Trust premium 11/20

Some relationship component. Repeat residential and property-management work runs on the fact that homeowners let you into an empty house and expect furniture covered and no overspray on the neighbor's car, which is why referrals dominate the small-shop end; the 11 stops short of higher because commercial and new-construction painting is subcontracted on price to a name the occupant never learns.

Judgment & accountability 10/20

Meaningful discretion. You decide whether existing coating needs full strip or spot prime, whether that stain is water intrusion that will bleed through, what primer bonds to unknown glossy substrate, and whether today's humidity will trap moisture under the topcoat — real calls, but the failure mode is a callback and a recoat, not injury or structural loss, which is what keeps this at 10 rather than in the teens.

The verdict on this page is contested. We scored this occupation twice, independently, and the two runs disagreed: 65/100 — EXPOSED and 67/100 — SAFE. Combining them doesn't settle it — the answer changes depending on how the halfway points are rounded, which is a property of our arithmetic and not of the job. Rather than pick the side that suits us, we've left the original verdict in place and flagged it. Read the dimension scores below and the reasoning attached to each; on this page they carry the information, and the one-word label does not.

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

Tasks already automatable

What survives

Active moats: embodiment, physical-presence, trust

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.