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STRATUSWORKFORCE SCAN
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Engine and Other Machine Assemblers

Construct, assemble, or rebuild machines, such as engines, turbines, and similar equipment used in such industries as construction, extraction, textiles, and paper manufacturing.

34,000 people do this job in the US. $53,710 a year.

now
8%

of the working time. Estimate.

Kinds of work
  • 9%
  • 0%
  • 91%
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: 9% 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, 8%. Today's estimate: 8%.

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: 4% within reachClaude Opus 4.5, November 2025: 4% within reachGPT-5.2, December 2025: 5% within reachClaude Opus 4.6, February 2026: 5% within reachClaude Mythos Preview (early), April 2026: 8% within reachToday (estimate), September 2026: 8% 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 . 12 tasks from .

TaskKind
Fasten or install piping, fixtures, or wiring and electrical components to form assemblies or subassemblies, using hand tools, rivet guns, or welding equipment.Done hourly or more by most who do it. 20%1.3 h25 min to 3.3 hStays with people
Rework, repair, or replace damaged parts or assemblies.Done daily by most who do it. 13%1.7 h25 min to 4.2 hStays with people
Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.Done daily by most who do it. 12%1.3 h25 min to 3.3 hStays with people
Lay out and drill, ream, tap, or cut parts for assembly.Done daily by most who do it. 10%1.3 h25 min to 3.3 hStays with people
Read and interpret assembly blueprints or specifications manuals, and plan assembly or building operations.Done daily by most who do it. 9%38 min17 min to 1.7 h98%Half by now
Position or align components for assembly, manually or using hoists.Done hourly or more by most who do it. 7%25 min8 min to 1.7 hStays with people
Set and verify parts clearances.Done daily by most who do it. 7%38 min13 min to 1.4 hStays with people
Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.Done more than weekly by most who do it.7%1.7 h33 min to 4.2 hStays with people
Assemble systems of gears by aligning and meshing gears in gearboxes.Done daily by most who do it.5%1.3 h25 min to 3.3 hStays with people
Remove rough spots and smooth surfaces to fit, trim, or clean parts, using hand tools or power tools.Done daily by most who do it. 4%25 min8 min to 1.7 hStays with people
Verify conformance of parts to stock lists or blueprints, using measuring instruments such as calipers, gauges, or micrometers.Done daily by most who do it. 4%25 min8 min to 1.3 hStays with people
Maintain and lubricate parts or components.Done daily by most who do it.3%25 min13 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.