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AI exposure Installation, maintenance and repair

Will AI replace outdoor power equipment and other small engine mechanics?

Outdoor Power Equipment and Other Small Engine Mechanics. US occupation 49-3053.

0.0%

of the time outdoor power equipment and other small engine mechanics spend on their work goes on tasks where AI is already being used to do that work.of outdoor power equipment and other small engine mechanics' working hours go on tasks AI has already started taking off their plate.

Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.

Average US job 7.7%

Among the least exposed jobs there are.Still waiting for liberation.

What AI already does for outdoor power equipment and other small engine mechanicsWhat outdoor power equipment and other small engine mechanics no longer do alone

O*NET lists 14 tasks for outdoor power equipment and other small engine mechanics. None of them shows meaningful AI use at work yet.

What it does not touch, yetWhat still needs a human

14 of the 14 tasks show no AI use at work in the data.

  • Adjust points, valves, carburetors, distributors, and spark plug gaps, using feeler gauges.Core task
  • Dismantle engines, using hand tools, and examine parts for defects.Core task
  • Grind, ream, rebore, and re-tap parts to obtain specified clearances, using grinders, lathes, taps, reamers, boring machines, and micrometers.Core task
  • Obtain problem descriptions from customers, and prepare cost estimates for repairs.Core task
  • Perform routine maintenance such as cleaning and oiling parts, honing cylinders, and tuning ignition systems.Core task
  • Reassemble engines after repair or maintenance work is complete.Core task
Show the other 8
  • Record repairs made, time spent, and parts used.Core task
  • Remove engines from equipment, and position and bolt engines to repair stands.Core task
  • Repair and maintain gasoline engines used to power equipment such as portable saws, lawn mowers, generators, and compressors.Core task
  • Repair or replace defective parts such as magnetos, water pumps, gears, pistons, and carburetors, using hand tools.Core task
  • Replace motors.Core task
  • Sell parts and equipment.Core task
  • Show customers how to maintain equipment.Core task
  • Test and inspect engines to determine malfunctions, to locate missing and broken parts, and to verify repairs, using diagnostic instruments.Core task

How that compares

Among the 50 installation, maintenance and repair occupations, outdoor power equipment and other small engine mechanics rank 40. The group averages 0.7%, and its most exposed job is Computer, Automated Teller, and Office Machine Repairers at 10.7%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Level with 0.0%

  1. 346Orthodontists 0.0%
  2. 346Orthopedic Surgeons, Except Pediatric 0.0%
  3. 346Orthotists and Prosthetists 0.0%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.