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

Outdoor Power Equipment and Other Small Engine Mechanics has a low AI displacement risk score of 22 out of 100, higher than 11% of all occupations analyzed. Based on task-level analysis of 14 work activities, most core tasks in this role remain difficult for AI to fully automate. Data sourced from O*NET task data, Anthropic's Economic Index, and BLS employment statistics.

What is the AI risk score for Outdoor Power Equipment and Other Small Engine Mechanics?

The AI displacement risk score for Outdoor Power Equipment and Other Small Engine Mechanics is 22 out of 100 (low risk tier). This score is computed by analyzing 14 individual work tasks for AI capability, weighting by time spent on each task, and applying protective factor adjustments for barriers like licensing, social intelligence, and creativity requirements.

low risk

Outdoor Power Equipment and Other Small Engine Mechanics

Diagnose, adjust, repair, or overhaul small engines used to power lawn mowers, chain saws, recreational sporting equipment and related equipment.

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Higher risk than 11% of occupations

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How AI Impacts Each Task

14 tasks analyzed

Record repairs made, time spent, and parts used.

Risk: 86.0%AI: 92EstimatedTime: 5%

Test and inspect engines to determine malfunctions, to locate missing and broken parts, and to verify repairs, using diagnostic instruments.

Risk: 51.0%AI: 60EstimatedTime: 15%

Dismantle engines, using hand tools, and examine parts for defects.

Risk: 11.0%AI: 5EstimatedTime: 10%

Repair and maintain gasoline engines used to power equipment such as portable saws, lawn mowers, generators, and compressors.

Risk: 11.0%AI: 5EstimatedTime: 15%

Adjust points, valves, carburetors, distributors, and spark plug gaps, using feeler gauges.

Risk: 11.0%AI: 5EstimatedTime: 8%

Repair or replace defective parts such as magnetos, water pumps, gears, pistons, and carburetors, using hand tools.

Risk: 11.0%AI: 5EstimatedTime: 10%

Perform routine maintenance such as cleaning and oiling parts, honing cylinders, and tuning ignition systems.

Risk: 47.0%AI: 35EstimatedTime: 8%

Reassemble engines after repair or maintenance work is complete.

Risk: 47.0%AI: 35EstimatedTime: 8%

Replace motors.

Risk: 11.0%AI: 5EstimatedTime: 5%

Obtain problem descriptions from customers, and prepare cost estimates for repairs.

Risk: 43.0%AI: 70EstimatedTime: 5%

Show customers how to maintain equipment.

Risk: 35.0%AI: 50EstimatedTime: 3%

Remove engines from equipment, and position and bolt engines to repair stands.

Risk: 47.0%AI: 35EstimatedTime: 3%

Sell parts and equipment.

Risk: 39.0%AI: 60EstimatedTime: 2%

Grind, ream, rebore, and re-tap parts to obtain specified clearances, using grinders, lathes, taps, reamers, boring machines, and micrometers.

Risk: 13.0%AI: 10EstimatedTime: 3%

Task	AI Capability	Risk	Time %
Record repairs made, time spent, and parts used.	92Estimated	86.0%	5%
Test and inspect engines to determine malfunctions, to locate missing and broken parts, and to verify repairs, using diagnostic instruments.	60Estimated	51.0%	15%
Dismantle engines, using hand tools, and examine parts for defects.	5Estimated	11.0%	10%
Repair and maintain gasoline engines used to power equipment such as portable saws, lawn mowers, generators, and compressors.	5Estimated	11.0%	15%
Adjust points, valves, carburetors, distributors, and spark plug gaps, using feeler gauges.	5Estimated	11.0%	8%
Repair or replace defective parts such as magnetos, water pumps, gears, pistons, and carburetors, using hand tools.	5Estimated	11.0%	10%
Perform routine maintenance such as cleaning and oiling parts, honing cylinders, and tuning ignition systems.	35Estimated	47.0%	8%
Reassemble engines after repair or maintenance work is complete.	35Estimated	47.0%	8%
Replace motors.	5Estimated	11.0%	5%
Obtain problem descriptions from customers, and prepare cost estimates for repairs.	70Estimated	43.0%	5%
Show customers how to maintain equipment.	50Estimated	35.0%	3%
Remove engines from equipment, and position and bolt engines to repair stands.	35Estimated	47.0%	3%
Sell parts and equipment.	60Estimated	39.0%	2%
Grind, ream, rebore, and re-tap parts to obtain specified clearances, using grinders, lathes, taps, reamers, boring machines, and micrometers.	10Estimated	13.0%	3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Equipment Maintenance78%

Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.