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Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Set up, operate, or tend more than one type of cutting or forming machine tool or robot.

124,590 people do this job in the US. $47,180 a year.

now
12%

of the working time. Estimate.

Kinds of work
  • 13%
  • 0%
  • 87%
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: 13% 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, 1%. With Claude Mythos Preview (early), measured in April 2026, 12%. Today's estimate: 13%.

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: 0% within reachClaude 3.7 Sonnet, February 2025: 1% within reacho3, April 2025: 5% within reachGPT-5, August 2025: 6% within reachGemini 3 Pro, November 2025: 8% within reachClaude Opus 4.5, November 2025: 8% within reachGPT-5.2, December 2025: 9% within reachClaude Opus 4.6, February 2026: 10% within reachClaude Mythos Preview (early), April 2026: 12% within reachToday (estimate), September 2026: 13% 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 . 21 tasks from .

TaskKind
Set up and operate machines, such as lathes, cutters, shears, borers, millers, grinders, presses, drills, or auxiliary machines, to make metallic and plastic workpieces.Done more than weekly by most who do it. 22%1.7 h25 min to 4.2 hStays with people
Select, install, and adjust alignment of drills, cutters, dies, guides, and holding devices, using templates, measuring instruments, and hand tools.Done hourly or more by most who do it. 15%38 min17 min to 1.3 hStays with people
Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences.Done hourly or more by most who do it. 8%25 min8 min to 50 min100%Half by now
Observe machine operation to detect workpiece defects or machine malfunctions, adjusting machines as necessary.Done hourly or more by most who do it. 7%17 min4 min to 50 minStays with people
Inspect workpieces for defects, and measure workpieces to determine accuracy of machine operation, using rules, templates, or other measuring instruments.Done hourly or more by most who do it. 6%13 min4 min to 38 minStays with people
Make minor electrical and mechanical repairs and adjustments to machines and notify supervisors when major service is required.Done daily by most who do it. 5%33 min13 min to 1.7 hStays with people
Change worn machine accessories, such as cutting tools or brushes, using hand tools.Done hourly or more by most who do it. 5%17 min8 min to 38 minStays with people
Position, adjust, and secure stock material or workpieces against stops, on arbors, or in chucks, fixtures, or automatic feeding mechanisms, manually or using hoists.Done daily by most who do it. 4%13 min4 min to 33 minStays with people
Measure and mark reference points and cutting lines on workpieces, using traced templates, compasses, and rules.Done daily by most who do it.4%25 min8 min to 1.1 hStays with people
Perform minor machine maintenance, such as oiling or cleaning machines, dies, or workpieces, or adding coolant to machine reservoirs.Done daily by most who do it. 4%17 min4 min to 38 minStays with people
Instruct other workers in machine set-up and operation.Done daily by most who do it. 4%38 min13 min to 1.7 hStays with people
Remove burrs, sharp edges, rust, or scale from workpieces, using files, hand grinders, wire brushes, or power tools.Done hourly or more by most who do it. 4%13 min4 min to 38 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).