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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Outdoor Power Equipment and Other Small Engine Mechanics?

Lower risk

Baseline AI displacement risk for Outdoor Power Equipment and Other Small Engine Mechanics, aggregated from 5 research sources.

What this score means

Outdoor Power Equipment and Other Small Engine 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 9 out of 100 it scores 4 points below the Construction & Trades average of 13. Across the 5 sources behind this baseline, individual estimates run from 5 to 14, 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 Outdoor Power Equipment and Other Small Engine Mechanics, most central first, showing 12 of 14.

  • 01Record repairs made, time spent, and parts used.
  • 02Test and inspect engines to determine malfunctions, to locate missing and broken parts, and to verify repairs, using diagnostic instruments.
  • 03Dismantle engines, using hand tools, and examine parts for defects.
  • 04Repair and maintain gasoline engines used to power equipment such as portable saws, lawn mowers, generators, and compressors.
  • 05Adjust points, valves, carburetors, distributors, and spark plug gaps, using feeler gauges.
  • 06Repair or replace defective parts such as magnetos, water pumps, gears, pistons, and carburetors, using hand tools.
  • 07Perform routine maintenance such as cleaning and oiling parts, honing cylinders, and tuning ignition systems.
  • 08Reassemble engines after repair or maintenance work is complete.
  • 09Replace motors.
  • 10Obtain problem descriptions from customers, and prepare cost estimates for repairs.
  • 11Show customers how to maintain equipment.
  • 12Remove engines from equipment, and position and bolt engines to repair stands.

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 5 research sources that scored Outdoor Power Equipment and Other Small Engine 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 Outdoor Power Equipment and Other Small Engine Mechanics?
Published research puts Outdoor Power Equipment and Other Small Engine Mechanics at 9 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Outdoor Power Equipment and Other Small Engine Mechanics?
Broadly, yes. Individual estimates for Outdoor Power Equipment and Other Small Engine Mechanics run from 5 to 14 out of 100 across the 5 sources behind this score, a fairly tight range. More recent and higher confidence studies carry more weight in the final number.
Which construction & trades roles face similar AI exposure?
The closest published construction & trades roles to Outdoor Power Equipment and Other Small Engine Mechanics by score are Automotive Body and Related Repairers (9/100), Bus and Truck Mechanics and Diesel Engine Specialists (9/100), and Elevator and Escalator Installers and Repairers (9/100). Each has its own page with the research behind its number.

Also covers

Chain Saw Mechanic · Chainsaw Technician · Edge Trimmer Mechanic · Electric Golf Cart Repairer · Electric Wheelchair Repairer · Engine Mechanic · Engine Service Repairer · Engine Specialist 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.