Outdoor Power Equipment and Other Small Engine Mechanics

Outdoor Power Equipment and Other Small Engine Mechanics score 18 out of 100, which is low exposure to AI. That ranks #656 of 923 US occupations, where #1 is the most exposed. Of the 14 tasks in this job, AI could speed up 2 on its own and 1 more with extra software built on top of it. None of its tasks showed up in real AI use in April–May 2026.

18/ 100

Low

Rank: #656of 923 jobs
US workers: 36,060BLS, May 2025
Median pay: $47,880a year
In real AI use: 0 of 14tasks, April–May 2026

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Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 2 (14%)
AI can speed this up with extra software: 1 (7%)
Little or no AI speed-up: 11 (79%)

Record repairs made, time spent, and parts used.AI can speed this up on its own · core task
Obtain problem descriptions from customers, and prepare cost estimates for repairs.AI can speed this up on its own · core task
Sell parts and equipment.AI can speed this up with extra software · core task
Test and inspect engines to determine malfunctions, to locate missing and broken parts, and to verify repairs, using diagnostic instruments.Little or no AI speed-up · core task
Dismantle engines, using hand tools, and examine parts for defects.Little or no AI speed-up · core task
Repair and maintain gasoline engines used to power equipment such as portable saws, lawn mowers, generators, and compressors.Little or no AI speed-up · core task
Adjust points, valves, carburetors, distributors, and spark plug gaps, using feeler gauges.Little or no AI speed-up · core task
Repair or replace defective parts such as magnetos, water pumps, gears, pistons, and carburetors, using hand tools.Little or no AI speed-up · core task
Perform routine maintenance such as cleaning and oiling parts, honing cylinders, and tuning ignition systems.Little or no AI speed-up · core task
Reassemble engines after repair or maintenance work is complete.Little or no AI speed-up · core task
Replace motors.Little or no AI speed-up · core task
Show customers how to maintain equipment.Little or no AI speed-up · core task
Remove engines from equipment, and position and bolt engines to repair stands.Little or no AI speed-up · core task
Grind, ream, rebore, and re-tap parts to obtain specified clearances, using grinders, lathes, taps, reamers, boring machines, and micrometers.Little or no AI speed-up · core task

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Questions about outdoor power equipment and other small engine mechanics and AI

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

Unlikely. Most of the work is hard for today's AI to speed up. Outdoor Power Equipment and Other Small Engine Mechanics score 18 out of 100 (low exposure), #656 of 923 US jobs. AI could speed up 3 of the job's 14 tasks, 2 of them on its own, while 11 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which outdoor power equipment and other small engine mechanics tasks can AI do?

The most exposed tasks include "Record repairs made, time spent, and parts used"; "Obtain problem descriptions from customers, and prepare cost estimates for repairs".

Which outdoor power equipment and other small engine mechanics tasks are hardest for AI?

Tasks with little or no AI speed-up include "Test and inspect engines to determine malfunctions, to locate missing and broken parts, and to verify repairs, using diagnostic instruments"; "Dismantle engines, using hand tools, and examine parts for defects"; "Repair and maintain gasoline engines used to power equipment such as portable saws, lawn mowers, generators, and compressors".

Are people already using AI for this work?

Not much yet. None of the job's tasks showed up in real conversations with Claude in April–May 2026, according to the Anthropic Economic Index.

How many people work as outdoor power equipment and other small engine mechanics, and what do they earn?

About 36,060 people in the US, with median pay of $47,880 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.