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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Engine and Other Machine Assemblers?

Lower risk

Baseline AI displacement risk for Engine and Other Machine Assemblers, aggregated from 6 research sources.

What this score means

Engine and Other Machine Assemblers is among the least exposed roles in Manufacturing. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 17 out of 100 it sits close to the Manufacturing average of 19. Across the 6 sources behind this baseline, individual estimates run from 5 to 49, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Engine and Other Machine Assemblers, most central first.

  • 01Read and interpret assembly blueprints or specifications manuals, and plan assembly or building operations.
  • 02Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.
  • 03Position or align components for assembly, manually or using hoists.
  • 04Set and verify parts clearances.
  • 05Verify conformance of parts to stock lists or blueprints, using measuring instruments such as calipers, gauges, or micrometers.
  • 06Fasten or install piping, fixtures, or wiring and electrical components to form assemblies or subassemblies, using hand tools, rivet guns, or welding equipment.
  • 07Remove rough spots and smooth surfaces to fit, trim, or clean parts, using hand tools or power tools.
  • 08Lay out and drill, ream, tap, or cut parts for assembly.
  • 09Rework, repair, or replace damaged parts or assemblies.
  • 10Assemble systems of gears by aligning and meshing gears in gearboxes.
  • 11Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.
  • 12Maintain and lubricate parts or components.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 6 research sources that scored Engine and Other Machine Assemblers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Engine and Other Machine Assemblers?
Published research puts Engine and Other Machine Assemblers at 17 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Engine and Other Machine Assemblers?
Only partly. Individual estimates for Engine and Other Machine Assemblers run from 5 to 49 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which manufacturing roles face similar AI exposure?
The closest published manufacturing roles to Engine and Other Machine Assemblers by score are Cutting and Slicing Machine Setters, Operators, and Tenders (17/100), Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic (17/100), and Electromechanical Equipment Assemblers (17/100). Each has its own page with the research behind its number.

Also covers

Air Conditioning Coil Assembler (AC Coil Assembler) · Aircraft Engine Assembler · Aircraft Power Plant Assembler · Aircraft Powerplant Assembler · Assembler · Assembler Erector · Assembling Motor Builder · Assembly Line Worker and related titles

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.