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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Industrial Machinery Mechanics?

Lower risk

Baseline AI displacement risk for Industrial Machinery Mechanics, aggregated from 9 research sources.

What this score means

Industrial Machinery Mechanics is among the least exposed roles in Construction & Trades. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 20 out of 100 it scores 7 points above the Construction & Trades average of 13. Across the 9 sources behind this baseline, individual estimates run from 5 to 48, 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 Industrial Machinery Mechanics, most central first, showing 12 of 16.

  • 01Repair or maintain the operating condition of industrial production or processing machinery or equipment.
  • 02Repair or replace broken or malfunctioning components of machinery or equipment.
  • 03Clean, lubricate, or adjust parts, equipment, or machinery.
  • 04Disassemble machinery or equipment to remove parts and make repairs.
  • 05Reassemble equipment after completion of inspections, testing, or repairs.
  • 06Examine parts for defects, such as breakage or excessive wear.
  • 07Record repairs and maintenance performed.
  • 08Operate newly repaired machinery or equipment to verify the adequacy of repairs.
  • 09Record parts or materials used and order or requisition new parts or materials, as necessary.
  • 10Observe and test the operation of machinery or equipment to diagnose malfunctions, using voltmeters or other testing devices.
  • 11Analyze test results, machine error messages, or information obtained from operators to diagnose equipment problems.
  • 12Study blueprints or manufacturers' manuals to determine correct installation or operation of machinery.

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 9 research sources that scored Industrial Machinery Mechanics 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 Industrial Machinery Mechanics?
Published research puts Industrial Machinery Mechanics at 20 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 9 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Industrial Machinery Mechanics?
Only partly. Individual estimates for Industrial Machinery Mechanics run from 5 to 48 out of 100 across the 9 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which construction & trades roles face similar AI exposure?
The closest published construction & trades roles to Industrial Machinery Mechanics by score are Avionics Technicians (20/100), Camera and Photographic Equipment Repairers (20/100), and Medical Equipment Repairers (21/100). Each has its own page with the research behind its number.

Also covers

Anode Rebuilder · Appliance Fixer · Appliance Mechanic · Area Mechanic · Assembly Mechanic · Auto Equipment Maintenance Servicer (Automotive Equipment Maintenance Servicer) · Automatic Pinsetter Adjuster · Automotive Maintenance Equipment Servicer and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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