AITakeover Tracker
19%low risk

Automotive Specialty Technicians

Repair only one system or component on a vehicle, such as brakes, suspension, or radiator.

Green Enhanced SkillsHigher risk than 5% of occupations

AI Impact Summary

Automotive Specialty Technicians faces low AI displacement risk with a score of 19/100. This occupation has higher AI displacement risk than 5% of all analyzed occupations. Of 28 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.

Mathematics10%

High reliance on Mathematics 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.

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)

Manual Dexterity80%

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

Adaptability/Flexibility85%

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

Leadership88%

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

Equipment Maintenance78%

Equipment Maintenance 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.

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.

Social Perceptiveness90%

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

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingActive LearningSystems AnalysisMonitoringWritingTechnology Design

Recommended Courses

Courses matched to Automotive Specialty Technicians 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+$3K/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

-4.9pt risk+$3K/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

-3.6pt risk+$3K/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 School14%
High School Diploma29%
Some College49%
Post-Secondary Certificate2%
Associate's Degree6%

Prior Experience Needed

Work experience required to enter this job

None9%
Up to 1 month3%
1-3 months9%
3-6 months3%
6 months - 1 year14%
1-2 years22%
2-4 years21%
4-6 years15%
6-8 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None3%
Up to 1 month11%
1-3 months21%
3-6 months8%
6 months - 1 year35%
1-2 years8%
2-4 years3%
4-6 years10%

How AI Impacts Each Task

28 tasks analyzed

Inspect vehicles for damage and record findings so that necessary repairs can be made.

Risk: 59.0%AI: 80EstimatedTime: 6%

Estimate costs of vehicle repair.

Risk: 73.6%AI: 61.1ObservedTime: 4%

Troubleshoot fuel, ignition, and emissions control systems, using electronic testing equipment.

Risk: 53.0%AI: 65EstimatedTime: 6%

Repair, overhaul, or adjust automobile brake systems.

Risk: 9.0%AI: 0EstimatedTime: 6%

Test electronic computer components in automobiles to ensure proper operation.

Risk: 55.0%AI: 70EstimatedTime: 5%

Repair or replace defective ball joint suspensions, brake shoes, or wheel bearings.

Risk: 9.0%AI: 0EstimatedTime: 5%

Align wheels, axles, frames, torsion bars, and steering mechanisms of automobiles, using special alignment equipment and wheel-balancing machines.

Risk: 45.0%AI: 30EstimatedTime: 4%

Tune automobile engines to ensure proper and efficient functioning.

Risk: 9.0%AI: 0EstimatedTime: 4%

Repair, replace, or adjust defective fuel injectors, carburetor parts, and gasoline filters.

Risk: 9.0%AI: 0EstimatedTime: 4%

Rebuild, repair, or test automotive fuel injection units.

Risk: 9.0%AI: 0EstimatedTime: 4%

Change spark plugs, fuel filters, air filters, and batteries in hybrid electric vehicles.

Risk: 37.0%AI: 10EstimatedTime: 4%

Conduct visual inspections of compressed natural gas fuel systems to identify cracks, gouges, abrasions, discoloration, broken fibers, loose brackets, damaged gaskets, or other problems.

Risk: 41.0%AI: 20EstimatedTime: 2%

Diagnose and replace or repair engine management systems or related sensors for flexible fuel vehicles (FFVs) with ignition timing, fuel rate, alcohol concentration, or air-to-fuel ratio malfunctions.

Risk: 39.0%AI: 30EstimatedTime: 4%

Replace hydraulically assisted systems with electric-powered systems, such as power steering pumps or air conditioning compressors, to improve fuel economy.

Risk: 9.0%AI: 0EstimatedTime: 3%

Service or repair butane gas, ethanol, methane, or other alternative or biofuel systems.

Risk: 9.0%AI: 0EstimatedTime: 2%

Install or repair air conditioners and service components, such as compressors, condensers, and controls.

Risk: 9.0%AI: 0EstimatedTime: 4%

Service internal combustion engine systems for hybrid electric vehicles.

Risk: 9.0%AI: 0EstimatedTime: 3%

Install, adjust, or repair hydraulic or electromagnetic automatic lift mechanisms used to raise and lower automobile windows, seats, and tops.

Risk: 9.0%AI: 0EstimatedTime: 3%

Diagnose and repair regenerative braking systems or hydraulic systems in hybrid vehicles.

Risk: 39.0%AI: 30EstimatedTime: 3%

Repair or rebuild clutch systems.

Risk: 9.0%AI: 0EstimatedTime: 3%

Repair or replace automobile leaf springs.

Risk: 9.0%AI: 0EstimatedTime: 3%

Service biodiesel fuel tanks for algae or sludge accumulation by cleaning, changing filters, or adding algaecides.

Risk: 37.0%AI: 10EstimatedTime: 2%

Replace defective mufflers and tailpipes.

Risk: 37.0%AI: 10EstimatedTime: 3%

Repair or rebuild transmissions.

Risk: 9.0%AI: 0EstimatedTime: 4%

Perform motor oil changes.

Risk: 37.0%AI: 10EstimatedTime: 3%

Retrofit vehicle fuel systems with aftermarket products, such as vapor transfer devices, evaporation control devices, swirlers, lean burn devices, or friction reduction devices, to enhance combustion and fuel efficiency.

Risk: 9.0%AI: 0EstimatedTime: 2%

Inspect propane or natural gas high-pressure tanks, piping, or pressure regulators.

Risk: 41.0%AI: 20EstimatedTime: 2%

Convert vehicle fuel systems from gasoline to butane gas, ethanol, methane, or other alternative or biofuel systems.

Risk: 9.0%AI: 0EstimatedTime: 2%

Protective Factors

Total protective discount: 28.0%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailIntegrityDependabilityInitiativeAchievement/EffortCooperationSelf ControlPersistenceStress ToleranceAdaptability/FlexibilityIndependenceAnalytical Thinking

Wage & Employment (2024)

Median Wage

$49,670

per year

Mean Wage

$55,260

per year

Employment

689K

workers

Wage Range

$33,660 - $80,850

10th - 90th pct

Wage Distribution

$33,660Median: $49,670$80,850
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Automotive Specialty Technicians 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.

  • Mathematics

    High reliance on Mathematics 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.

  • 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.

  • Manual Dexterity

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

  • Adaptability/Flexibility

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

  • Leadership

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

  • Equipment Maintenance

    Equipment Maintenance 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.

  • 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.

  • Systems Analysis

    Systems Analysis 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.

Score History

Risk score over 2 scoring runs

-1.3

overall change

Checking for existing plan...