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Maids and Housekeeping Cleaners

Perform any combination of light cleaning duties to maintain private households or commercial establishments, such as hotels and hospitals, in a clean and orderly manner. Duties may include making beds, replenishing linens, cleaning rooms and halls, and vacuuming.

860,670 people do this job in the US. $35,510 a year.

now
0%

of the working time. Estimate.

Kinds of work
  • 0%
  • 0%
  • 100%
0%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
No desk work

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 0% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 0%. Today's estimate: 0%.

0%5%10%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 0% within reachGPT-5, August 2025: 0% within reachGemini 3 Pro, November 2025: 0% within reachClaude Opus 4.5, November 2025: 0% within reachGPT-5.2, December 2025: 0% within reachClaude Opus 4.6, February 2026: 0% within reachClaude Mythos Preview (early), April 2026: 0% within reachToday (estimate), September 2026: 0% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 20 tasks from .

TaskKind
Clean rooms, hallways, lobbies, lounges, restrooms, corridors, elevators, stairways, locker rooms, and other work areas so that health standards are met.Done daily by most who do it. 15%50 min25 min to 1.7 hStays with people
Wash windows, walls, ceilings, and woodwork, waxing and polishing as necessary.Done daily by most who do it. 10%1.1 h25 min to 2.1 hStays with people
Sort clothing and other articles, load washing machines, and iron and fold dried items.Done several times a day by most who do it.9%1.3 h25 min to 2.1 hStays with people
Sweep, scrub, wax, or polish floors, using brooms, mops, or powered scrubbing and waxing machines.Done daily by most who do it. 9%38 min17 min to 1.7 hStays with people
Carry linens, towels, toilet items, and cleaning supplies, using wheeled carts.Done hourly or more by most who do it. 9%21 min8 min to 33 minStays with people
Clean rugs, carpets, upholstered furniture, and draperies, using vacuum cleaners and shampooers.Done daily by most who do it. 7%38 min17 min to 1.4 hStays with people
Keep storage areas and carts well-stocked, clean, and tidy.Done daily by most who do it. 6%25 min13 min to 42 minStays with people
Dust and polish furniture and equipment.Done daily by most who do it. 5%21 min8 min to 42 minStays with people
Empty wastebaskets, empty and clean ashtrays, and transport other trash and waste to disposal areas.Done daily by most who do it. 5%17 min8 min to 29 minStays with people
Disinfect equipment and supplies, using germicides or steam-operated sterilizers.Done daily by most who do it.4%25 min8 min to 58 minStays with people
Replenish supplies, such as drinking glasses, linens, writing supplies, and bathroom items.Done daily by most who do it. 4%17 min8 min to 29 minStays with people
Prepare rooms for meetings and arrange decorations, media equipment, and furniture for social or business functions.Done more than weekly by most who do it.3%1.3 h38 min to 2.5 hStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.