← Risk register SOC 37-2019 · reviewed 2026-08-11

Building Cleaning Workers, All Other

17,210 US workers · median $44,040/yr · Facilities

EXPOSED

This catch-all covers specialty cleaning work — chimney sweeping, duct and vent cleaning, pressure washing, high-rise window and exterior work, post-construction and biohazard cleanup — performed by hand in cramped, dirty, variable spaces that no current robot navigates. Language AI touches almost none of it; the exposure here is scheduling, quoting, and dispatch getting absorbed by software, plus commercial floor-scrubbing robots nibbling at the flat-open-space end. The score is middling not because the labor is automatable but because there is no license, no signature, and little client relationship protecting the wage.

10-year outlook: Demand holds through 2035 — buildings keep getting dirty in ways robots can't reach — but pay stays soft unless you hold a specialty certification that makes your inspection report the billable product.

Score — 55/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 18 + 19 + 4 + 8 + 6 = 55.

Task resistance 18/20

Tasks largely resist digitisation. Sweeping a flue by feel, snaking a brush through offset ducts, rigging a swing stage for a 30-story glass face, or scraping cured grout and mortar off post-construction floors are all irregular-geometry hand tasks with no two jobs alike — an 18 rather than 20 only because route scheduling, quoting square footage, and the flat-open-warehouse floor scrubbing at the margins are already going to software and ride-on autoscrubbers.

Embodiment 19/20

Hands-on in uncontrolled environments. The work is ladders, roofs, crawlspaces, confined-space entries, pressure washers at 3,000+ psi, and respirators against creosote, mold, and bloodborne pathogens — uncontrolled environments in every sense, docked one point only because a slice of the category is interior mid-rise window work on solid footing.

Liability shield 4/20

No licence, no signature requirement. No state licence gates the trade; a CSIA chimney sweep certification or an IICRC or OSHA 10 card helps you win bids and satisfy an insurer, but nothing stops an uncertified crew from underbidding you tomorrow — the 4 is those voluntary credentials, not legal protection.

Trust premium 8/20

Some relationship component. Repeat chimney and dryer-vent customers call the sweep they trust inside their house annually and homeowners do ask for the same pressure-washing crew, but commercial and GC work is awarded on the low bid to whoever the property manager's system dispatches, which caps this at 8 instead of the low teens.

Judgment & accountability 6/20

Executes defined procedures on defined inputs. Calls like whether a flue liner is cracked enough to condemn or which chemical to use on a stained façade are real but bounded by manufacturer specs, NFPA 211, and a supervisor's sign-off on the scope — you flag the problem, the customer or the GC decides, which is a 6 rather than discretionary authority.

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

Tasks already automatable

What survives

Active moats: embodiment, 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.