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AI exposure Building and grounds cleaning and maintenance

Will AI replace maids and housekeeping cleaners?

Maids and Housekeeping Cleaners. US occupation 37-2012.

0.0%

of the time maids and housekeeping cleaners spend on their work goes on tasks where AI is already being used to do that work.of maids and housekeeping cleaners' working hours go on tasks AI has already started taking off their plate.

Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.

Average US job 7.7%

Among the least exposed jobs there are.Still waiting for liberation.

What AI already does for maids and housekeeping cleanersWhat maids and housekeeping cleaners no longer do alone

O*NET lists 20 tasks for maids and housekeeping cleaners. None of them shows meaningful AI use at work yet.

What it does not touch, yetWhat still needs a human

20 of the 20 tasks show no AI use at work in the data.

  • Carry linens, towels, toilet items, and cleaning supplies, using wheeled carts.Core task
  • Clean rooms, hallways, lobbies, lounges, restrooms, corridors, elevators, stairways, locker rooms, and other work areas so that health standards are met.Core task
  • Clean rugs, carpets, upholstered furniture, and draperies, using vacuum cleaners and shampooers.Core task
  • Dust and polish furniture and equipment.Core task
  • Empty wastebaskets, empty and clean ashtrays, and transport other trash and waste to disposal areas.Core task
  • Keep storage areas and carts well-stocked, clean, and tidy.Core task
Show the other 14
  • Replenish supplies, such as drinking glasses, linens, writing supplies, and bathroom items.Core task
  • Sweep, scrub, wax, or polish floors, using brooms, mops, or powered scrubbing and waxing machines.Core task
  • Wash windows, walls, ceilings, and woodwork, waxing and polishing as necessary.Core task
  • Deliver television sets, ironing boards, baby cribs, and rollaway beds to guests' rooms.
  • Disinfect equipment and supplies, using germicides or steam-operated sterilizers.
  • Hang draperies and dust window blinds.
  • Move and arrange furniture and turn mattresses.
  • Observe precautions required to protect hotel and guest property and report damage, theft, and found articles to supervisors.
  • Polish silver accessories and metalwork, such as fixtures and fittings.
  • Prepare rooms for meetings and arrange decorations, media equipment, and furniture for social or business functions.
  • Replace light bulbs.
  • Request repair services and wait for repair workers to arrive.
  • Sort clothing and other articles, load washing machines, and iron and fold dried items.
  • Sort, count, and mark clean linens and store them in linen closets.

How that compares

Among the 8 building and grounds cleaning and maintenance occupations, maids and housekeeping cleaners rank 6. The group averages 2.5%, and its most exposed job is First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers at 10.8%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Level with 0.0%

  1. 346Logging Equipment Operators 0.0%
  2. 346Machine Feeders and Offbearers 0.0%
  3. 346Machinists 0.0%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.