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Textile Bleaching and Dyeing Machine Operators and Tenders

Operate or tend machines to bleach, shrink, wash, dye, or finish textiles or synthetic or glass fibers.

5,310 people do this job in the US. $38,180 a year.

now
11%

of the working time. Estimate.

Kinds of work
  • 11%
  • 2%
  • 87%
2%

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: 11% 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, 2%. With Claude Mythos Preview (early), measured in April 2026, 11%. Today's estimate: 11%.

0%5%10%15%20%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: 1% within reachClaude 3.7 Sonnet, February 2025: 2% within reacho3, April 2025: 6% within reachGPT-5, August 2025: 7% within reachGemini 3 Pro, November 2025: 9% within reachClaude Opus 4.5, November 2025: 9% within reachGPT-5.2, December 2025: 10% within reachClaude Opus 4.6, February 2026: 10% within reachClaude Mythos Preview (early), April 2026: 11% within reachToday (estimate), September 2026: 11% 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 . 23 tasks from .

TaskKind
Prepare dyeing machines for production runs, and conduct test runs of machines to ensure their proper operation.Done daily by most who do it.12%50 min17 min to 1.7 hStays with people
Start and control machines and equipment to wash, bleach, dye, or otherwise process and finish fabric, yarn, thread, or other textile goods.Done daily by most who do it. 11%25 min8 min to 1.3 hStays with people
Remove dyed articles from tanks and machines for drying and further processing.Done hourly or more by most who do it.7%21 min8 min to 50 minStays with people
Add dyes, water, detergents, or chemicals to tanks to dilute or strengthen solutions, according to established formulas and solution test results.Done hourly or more by most who do it. 7%17 min8 min to 33 minStays with people
Examine and feel products to identify defects and variations from coloring and other processing standards.Done daily by most who do it. 6%17 min4 min to 50 minStays with people
Mount rolls of cloth on machines, using hoists, or place textile goods in machines or pieces of equipment.Done daily by most who do it.5%33 min13 min to 1.1 hStays with people
Observe display screens, control panels, equipment, and cloth entering or exiting processes to determine if equipment is operating correctly.Done hourly or more by most who do it. 5%13 min4 min to 33 minStays with people
Thread ends of cloth or twine through specified sections of equipment prior to processing.Done daily by most who do it.4%21 min8 min to 50 minStays with people
Adjust equipment controls to maintain specified heat, tension, and speed.Done daily by most who do it. 4%13 min4 min to 33 minStays with people
Inspect machinery to determine necessary adjustments and repairs.Done daily by most who do it. 4%25 min8 min to 1.1 hStays with people
Study guides, charts, and specification sheets, and confer with supervisors to determine machine setup requirements.Done daily by most who do it.4%25 min8 min to 50 min100%Half by now
Monitor factors such as temperatures and dye flow rates to ensure that they are within specified ranges.Done daily by most who do it. 4%13 min4 min to 33 minStays 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).