AITakeover Tracker
22%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.

Higher risk than 10% of occupations

AI Impact Summary

Outdoor Power Equipment and Other Small Engine Mechanics faces low AI displacement risk with a score of 22/100. This occupation has higher AI displacement risk than 10% of all analyzed occupations. Of 14 analyzed tasks, 1 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

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.

AI-Augmented Skills (7)

Critical ThinkingMonitoringJudgment and Decision MakingActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Outdoor Power Equipment and Other Small Engine Mechanics skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.9pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-4.8pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.5pt risk+$2K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

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

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School12%
High School Diploma48%
Some College12%
Post-Secondary Certificate27%

Prior Experience Needed

Work experience required to enter this job

None4%
Up to 1 month4%
1-3 months9%
6 months - 1 year17%
1-2 years27%
2-4 years35%
4-6 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None8%
Up to 1 month24%
1-3 months10%
3-6 months32%
6 months - 1 year15%
1-2 years12%

How AI Impacts Each Task

14 tasks analyzed

Record repairs made, time spent, and parts used.

Risk: 85.2%AI: 90EstimatedTime: 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: 13.0%AI: 10EstimatedTime: 10%

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

Risk: 13.0%AI: 10EstimatedTime: 15%

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

Risk: 13.0%AI: 10EstimatedTime: 8%

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

Risk: 13.0%AI: 10EstimatedTime: 10%

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

Risk: 45.0%AI: 30EstimatedTime: 8%

Reassemble engines after repair or maintenance work is complete.

Risk: 43.0%AI: 25EstimatedTime: 8%

Replace motors.

Risk: 13.0%AI: 10EstimatedTime: 5%

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

Risk: 39.0%AI: 60EstimatedTime: 5%

Show customers how to maintain equipment.

Risk: 31.0%AI: 40EstimatedTime: 3%

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

Risk: 43.0%AI: 25EstimatedTime: 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: 17.0%AI: 20EstimatedTime: 3%

Protective Factors

Total protective discount: 28.3%

Essential Soft Skills

Traits that are hard for AI to replicate

DependabilityIntegrityAttention to DetailIndependenceAchievement/EffortAnalytical ThinkingInnovationInitiativeSelf ControlAdaptability/FlexibilityCooperationStress Tolerance

Wage & Employment (2024)

Median Wage

$46,560

per year

Mean Wage

$48,200

per year

Employment

34K

workers

Wage Range

$33,600 - $64,540

10th - 90th pct

Wage Distribution

$33,600Median: $46,560$64,540
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Outdoor Power Equipment and Other Small Engine Mechanics professionals should diversify beyond them.

  • Information Ordering

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

  • Reading Comprehension

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

  • Mathematics

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

  • Memorization

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

  • Mathematics

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

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Equipment Maintenance

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

  • Adaptability/Flexibility

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

  • Manual Dexterity

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

  • Leadership

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

  • Complex Problem Solving

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

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 1 scoring run

Checking for existing plan...