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Cutters and Trimmers, Hand

Use hand tools or hand-held power tools to cut and trim a variety of manufactured items, such as carpet, fabric, stone, glass, or rubber.

6,060 people do this job in the US. $38,020 a year.

now
5%

of the working time. Estimate.

Kinds of work
  • 5%
  • 0%
  • 95%
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: 5% 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, 3%. With Claude Mythos Preview (early), measured in April 2026, 5%. Today's estimate: 5%.

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: 1% within reachClaude 3.7 Sonnet, February 2025: 3% within reacho3, April 2025: 4% within reachGPT-5, August 2025: 5% within reachGemini 3 Pro, November 2025: 5% within reachClaude Opus 4.5, November 2025: 5% within reachGPT-5.2, December 2025: 5% within reachClaude Opus 4.6, February 2026: 5% within reachClaude Mythos Preview (early), April 2026: 5% within reachToday (estimate), September 2026: 5% 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 . 18 tasks from .

TaskKind
Cut, shape, and trim materials, such as textiles, food, glass, stone, and metal, using knives, scissors, and other hand tools, portable power tools, or bench-mounted tools.Done daily by most who do it. 17%17 min4 min to 1.3 hStays with people
Unroll, lay out, attach, or mount materials or items on cutting tables or machines.Done hourly or more by most who do it. 11%10 min3 min to 33 minStays with people
Mark cutting lines around patterns or templates, or follow layout points, using squares, rules, and straightedges, and chalk, pencils, or scribes.Done hourly or more by most who do it. 10%10 min3 min to 25 minStays with people
Stack cut items and load them on racks or conveyors or onto trucks.Done several times a day by most who do it.7%10 min3 min to 29 minStays with people
Fold or shape materials before or after cutting them.Done several times a day by most who do it. 6%7 min2 min to 21 minStays with people
Position templates or measure materials to locate specified points of cuts or to obtain maximum yields, using rules, scales, or patterns.Done daily by most who do it. 6%8 min3 min to 25 minStays with people
Clean, treat, buff, or polish finished items, using grinders, brushes, chisels, and cleaning solutions and polishing materials.Done daily by most who do it.5%13 min3 min to 38 minStays with people
Adjust guides and stops to control depths and widths of cuts.Done several times a day by most who do it.5%8 min3 min to 21 minStays with people
Separate materials or products according to size, weight, type, condition, color, or shade.Done daily by most who do it. 5%8 min3 min to 25 minStays with people
Read work orders to determine dimensions, cutting locations, and quantities to cut.Done daily by most who do it. 5%7 min3 min to 17 min100%Half by now
Trim excess material or cut threads off finished products, such as cutting loose ends of plastic off a manufactured toy for a smoother finish.Done hourly or more by most who do it. 4%3 min1 min to 8 minStays with people
Replace or sharpen dulled cutting tools such as saws.Done more than monthly by most who do it. 4%17 min4 min to 50 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).