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Laundry and Dry-Cleaning Workers

Operate or tend washing or dry-cleaning machines to wash or dry-clean industrial or household articles, such as cloth garments, suede, leather, furs, blankets, draperies, linens, rugs, and carpets. Includes spotters and dyers of these articles.

198,040 people do this job in the US. $34,890 a year.

now
2%

of the working time. Estimate.

Kinds of work
  • 2%
  • 0%
  • 98%
0%

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

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 2% 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, 2%. Today's estimate: 2%.

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: 1% within reachGPT-5, August 2025: 2% within reachGemini 3 Pro, November 2025: 2% within reachClaude Opus 4.5, November 2025: 2% within reachGPT-5.2, December 2025: 2% within reachClaude Opus 4.6, February 2026: 2% within reachClaude Mythos Preview (early), April 2026: 2% within reachToday (estimate), September 2026: 2% 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 . 32 tasks from .

TaskKind
Sort and count articles removed from dryers, and fold, wrap, or hang them.Done hourly or more by most who do it. 15%25 min13 min to 1.1 hStays with people
Examine and sort into lots articles to be cleaned, according to color, fabric, dirt content, and cleaning technique required.Done hourly or more by most who do it. 12%21 min8 min to 50 minStays with people
Load articles into washers or dry-cleaning machines, or direct other workers to perform loading.Done hourly or more by most who do it. 8%13 min4 min to 29 minStays with people
Operate extractors and driers, or direct their operation.Done hourly or more by most who do it. 8%17 min8 min to 38 minStays with people
Start washers, dry cleaners, driers, or extractors, and turn valves or levers to regulate machine processes and the volume of soap, detergent, water, bleach, starch, and other additives.Done hourly or more by most who do it. 7%13 min4 min to 25 minStays with people
Remove items from washers or dry-cleaning machines, or direct other workers to do so.Done hourly or more by most who do it. 5%8 min4 min to 21 minStays with people
Pre-soak, sterilize, scrub, spot-clean, and dry contaminated or stained articles, using neutralizer solutions and portable machines.Done daily by most who do it.4%50 min17 min to 1.7 hStays with people
Clean machine filters, and lubricate equipment.Done daily by most who do it. 3%17 min8 min to 50 minStays with people
Sprinkle chemical solvents over stains, and pat areas with brushes or sponges to remove stains.Done daily by most who do it. 3%21 min8 min to 50 minStays with people
Wash, dry-clean, or glaze delicate articles or fur garment linings by hand, using mild detergents or dry cleaning solutions.Done daily by most who do it.3%33 min13 min to 1.7 hStays with people
Inspect soiled articles to determine sources of stains, to locate color imperfections, and to identify items requiring special treatment.Done daily by most who do it. 3%13 min4 min to 33 minStays with people
Operate dry-cleaning machines to clean soiled articles.Done daily by most who do it.3%25 min13 min to 1.1 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.

Where this job works

The industry groups that employ the most of it (BLS, May 2025).

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025).