AITakeover Tracker
16%low risk

Automotive Body and Related Repairers

Repair and refinish automotive vehicle bodies and straighten vehicle frames.

Higher risk than 2% of occupations

AI Impact Summary

Automotive Body and Related Repairers faces low AI displacement risk with a score of 16/100. This occupation has higher AI displacement risk than 2% of all analyzed occupations. Of 25 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%

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

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.

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.

Leadership88%

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

Social Perceptiveness90%

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

Service Orientation82%

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

Persuasion80%

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

AI-Augmented Skills (7)

MonitoringJudgment and Decision MakingCritical ThinkingActive LearningSystems AnalysisWritingTechnology Design

Recommended Courses

Courses matched to Automotive Body and Related Repairers 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

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.8pt 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

-3.4pt 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 School25%
High School Diploma44%
Some College28%
Post-Secondary Certificate4%

Prior Experience Needed

Work experience required to enter this job

None20%
3-6 months3%
6 months - 1 year4%
1-2 years32%
2-4 years28%
4-6 years11%
6-8 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

None14%
Up to 1 month5%
1-3 months4%
3-6 months23%
6 months - 1 year19%
1-2 years17%
2-4 years5%
4-6 years6%
6-8 years7%

How AI Impacts Each Task

25 tasks analyzed

Follow supervisors' instructions as to which parts to restore or replace and how much time the job should take.

Risk: 78.0%AI: 72EstimatedTime: 2%

Review damage reports, prepare or review repair cost estimates, and plan work to be performed.

Risk: 59.0%AI: 80EstimatedTime: 5%

Inspect repaired vehicles for proper functioning, completion of work, dimensional accuracy, and overall appearance of paint job, and test drive vehicles to ensure proper alignment and handling.

Risk: 35.0%AI: 20EstimatedTime: 4%

Sand body areas to be painted and cover bumpers, windows, and trim with masking tape or paper to protect them from the paint.

Risk: 11.0%AI: 5EstimatedTime: 6%

Fit and weld replacement parts into place, using wrenches and welding equipment, and grind down welds to smooth them, using power grinders and other tools.

Risk: 13.0%AI: 10EstimatedTime: 6%

Prime and paint repaired surfaces, using paint sprayguns and motorized sanders.

Risk: 17.0%AI: 20EstimatedTime: 6%

Remove damaged sections of vehicles using metal-cutting guns, air grinders and wrenches, and install replacement parts using wrenches or welding equipment.

Risk: 11.0%AI: 5EstimatedTime: 6%

Chain or clamp frames and sections to alignment machines that use hydraulic pressure to align damaged components.

Risk: 11.0%AI: 5EstimatedTime: 4%

Fill small dents that cannot be worked out with plastic or solder.

Risk: 11.0%AI: 5EstimatedTime: 4%

File, grind, sand, and smooth filled or repaired surfaces, using power tools and hand tools.

Risk: 11.0%AI: 5EstimatedTime: 6%

Remove upholstery, accessories, electrical window-and-seat-operating equipment, and trim to gain access to vehicle bodies and fenders.

Risk: 11.0%AI: 5EstimatedTime: 4%

Mix polyester resins and hardeners to be used in restoring damaged areas.

Risk: 47.0%AI: 35EstimatedTime: 2%

Position dolly blocks against surfaces of dented areas and beat opposite surfaces to remove dents, using hammers.

Risk: 11.0%AI: 5EstimatedTime: 5%

Read specifications or confer with customers to determine the desired custom modifications for altering the appearance of vehicles.

Risk: 31.0%AI: 40EstimatedTime: 3%

Adjust or align headlights, wheels, and brake systems.

Risk: 17.0%AI: 20EstimatedTime: 3%

Cut and tape plastic separating film to outside repair areas to avoid damaging surrounding surfaces during repair procedure and remove tape and wash surfaces after repairs are complete.

Risk: 41.0%AI: 20EstimatedTime: 3%

Remove small pits and dimples in body metal, using pick hammers and punches.

Risk: 11.0%AI: 5EstimatedTime: 4%

Fit and secure windows, vinyl roofs, and metal trim to vehicle bodies, using caulking guns, adhesive brushes, and mallets.

Risk: 11.0%AI: 5EstimatedTime: 4%

Measure and mark vinyl material and cut material to size for roof installation, using rules, straightedges, and hand shears.

Risk: 45.0%AI: 30EstimatedTime: 2%

Replace damaged glass on vehicles.

Risk: 13.0%AI: 10EstimatedTime: 4%

Remove damaged panels, and identify the family and properties of the plastic used on a vehicle.

Risk: 39.0%AI: 30EstimatedTime: 3%

Soak fiberglass matting in resin mixtures and apply layers of matting over repair areas to specified thicknesses.

Risk: 11.0%AI: 5EstimatedTime: 3%

Clean work areas, using air hoses, to remove damaged material and discarded fiberglass strips used in repair procedures.

Risk: 49.0%AI: 40EstimatedTime: 3%

Apply heat to plastic panels, using hot-air welding guns or immersion in hot water, and press the softened panels back into shape by hand.

Risk: 11.0%AI: 5EstimatedTime: 4%

Cut openings in vehicle bodies for the installation of customized windows, using templates and power shears or chisels.

Risk: 11.0%AI: 5EstimatedTime: 4%

Protective Factors

Total protective discount: 25.9%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityPersistenceAchievement/EffortCooperationIntegrityInitiativeSelf ControlStress ToleranceIndependenceConcern for OthersAnalytical Thinking

Wage & Employment (2024)

Median Wage

$51,680

per year

Mean Wage

$58,830

per year

Employment

155K

workers

Wage Range

$36,390 - $87,040

10th - 90th pct

Wage Distribution

$36,390Median: $51,680$87,040
Career Planning

Explore other career paths

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

Alternate Career Paths

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Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

35%
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Median salary: $45,590

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Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

45%
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Median salary: $47,450

Higher risk than 91% of other occupations

Coating, Painting, and Spraying Machine Setters, Operators, and Tenders

45%
Medium Risk

Higher risk than 92% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
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Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Automotive Body and Related Repairers 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

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

  • 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.

  • Complex Problem Solving

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

  • Coordination

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

  • Leadership

    Leadership 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.

  • 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.

  • Critical Thinking

    Critical Thinking 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.

Score History

Risk score over 2 scoring runs

-2.8

overall change

Checking for existing plan...