← Risk register SOC 47-2041 · reviewed 2026-08-11

Carpet Installers

13,780 US workers · median $50,340/yr · Construction

EXPOSED

Stretching carpet over tack strips, seaming with hot-melt tape, cutting to fit around door jambs and stair nosings, and hauling out old flooring in occupied homes is work no current robot performs — the automatable slice is quoting, measuring math, and scheduling. What holds the score down is the absence of a licensing regime or personal liability signature, so nothing regulatory protects the trade; the real threats are cheap labor competition and the shift toward LVP and click-lock flooring, not software. Scored for the modal installer working residential jobs for a retailer or small flooring contractor.

10-year outlook: The hands-on work is safe from AI for the full decade, but carpet's shrinking share of the flooring market — not automation — will keep squeezing headcount toward installers who also lay hard surface.

Score — 60/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 18 + 20 + 3 + 10 + 9 = 60.

Task resistance 18/20

Tasks largely resist digitisation. Kicking a power stretcher against a wall, reading where a subfloor dips, hand-scribing a fill piece around a toilet flange, and rolling seams with a hot iron all depend on force feedback and improvisation that no machine sells today — only the takeoff, square-footage math, and job routing come off your plate, which is why this sits at 18 and not a full 20.

Embodiment 20/20

Hands-on in uncontrolled environments. You are on your knees in someone's occupied bedroom, working around furniture you just moved, in unconditioned new construction or a 90-year-old house with out-of-square walls and staples from the last three carpets — there is no controlled cell to build a robot into, hence the ceiling score.

Liability shield 3/20

No licence, no signature requirement. No state licenses carpet installation; the retailer's contractor license and the manufacturer's warranty absorb callbacks, and a failed seam or a stretch that buckles in August comes back as a rework ticket, not a claim against your personal credential — the 3 rather than 0 reflects only that some jurisdictions require a general contractor registration for the shop you work under.

Trust premium 10/20

Some relationship component. Repeat business from a handful of flooring retailers, builders, and property managers who know you show up clean and don't damage baseboards is real work-keeping capital, but the homeowner picked the store and the carpet, not you, so the relationship stops well short of being the product.

Judgment & accountability 9/20

Meaningful discretion. Deciding where to place seams away from traffic and light, whether a subfloor needs patching before you lay pad, and how much to stretch given the carpet's backing are calls you make alone on site with money on the line — but the pattern is bounded by CRI-104/105 practice and the manufacturer's install spec, which keeps this in the middle band rather than higher.

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.