Automotive Body and Related Repairers
Repair and refinish automotive vehicle bodies and straighten vehicle frames.
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)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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 Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Automotive Body and Related Repairers skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
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AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
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Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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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.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
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.
Review damage reports, prepare or review repair cost estimates, and plan work to be performed.
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.
Sand body areas to be painted and cover bumpers, windows, and trim with masking tape or paper to protect them from the paint.
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.
Prime and paint repaired surfaces, using paint sprayguns and motorized sanders.
Remove damaged sections of vehicles using metal-cutting guns, air grinders and wrenches, and install replacement parts using wrenches or welding equipment.
Chain or clamp frames and sections to alignment machines that use hydraulic pressure to align damaged components.
Fill small dents that cannot be worked out with plastic or solder.
File, grind, sand, and smooth filled or repaired surfaces, using power tools and hand tools.
Remove upholstery, accessories, electrical window-and-seat-operating equipment, and trim to gain access to vehicle bodies and fenders.
Mix polyester resins and hardeners to be used in restoring damaged areas.
Position dolly blocks against surfaces of dented areas and beat opposite surfaces to remove dents, using hammers.
Read specifications or confer with customers to determine the desired custom modifications for altering the appearance of vehicles.
Adjust or align headlights, wheels, and brake systems.
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.
Remove small pits and dimples in body metal, using pick hammers and punches.
Fit and secure windows, vinyl roofs, and metal trim to vehicle bodies, using caulking guns, adhesive brushes, and mallets.
Measure and mark vinyl material and cut material to size for roof installation, using rules, straightedges, and hand shears.
Replace damaged glass on vehicles.
Remove damaged panels, and identify the family and properties of the plastic used on a vehicle.
Soak fiberglass matting in resin mixtures and apply layers of matting over repair areas to specified thicknesses.
Clean work areas, using air hoses, to remove damaged material and discarded fiberglass strips used in repair procedures.
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.
Cut openings in vehicle bodies for the installation of customized windows, using templates and power shears or chisels.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Follow supervisors' instructions as to which parts to restore or replace and how much time the job should take. | 72Estimated | 78.0% | 2% | |
| Review damage reports, prepare or review repair cost estimates, and plan work to be performed. | 80Estimated | 59.0% | 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. | 20Estimated | 35.0% | 4% | |
| Sand body areas to be painted and cover bumpers, windows, and trim with masking tape or paper to protect them from the paint. | 5Estimated | 11.0% | 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. | 10Estimated | 13.0% | 6% | |
| Prime and paint repaired surfaces, using paint sprayguns and motorized sanders. | 20Estimated | 17.0% | 6% | |
| Remove damaged sections of vehicles using metal-cutting guns, air grinders and wrenches, and install replacement parts using wrenches or welding equipment. | 5Estimated | 11.0% | 6% | |
| Chain or clamp frames and sections to alignment machines that use hydraulic pressure to align damaged components. | 5Estimated | 11.0% | 4% | |
| Fill small dents that cannot be worked out with plastic or solder. | 5Estimated | 11.0% | 4% | |
| File, grind, sand, and smooth filled or repaired surfaces, using power tools and hand tools. | 5Estimated | 11.0% | 6% | |
| Remove upholstery, accessories, electrical window-and-seat-operating equipment, and trim to gain access to vehicle bodies and fenders. | 5Estimated | 11.0% | 4% | |
| Mix polyester resins and hardeners to be used in restoring damaged areas. | 35Estimated | 47.0% | 2% | |
| Position dolly blocks against surfaces of dented areas and beat opposite surfaces to remove dents, using hammers. | 5Estimated | 11.0% | 5% | |
| Read specifications or confer with customers to determine the desired custom modifications for altering the appearance of vehicles. | 40Estimated | 31.0% | 3% | |
| Adjust or align headlights, wheels, and brake systems. | 20Estimated | 17.0% | 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. | 20Estimated | 41.0% | 3% | |
| Remove small pits and dimples in body metal, using pick hammers and punches. | 5Estimated | 11.0% | 4% | |
| Fit and secure windows, vinyl roofs, and metal trim to vehicle bodies, using caulking guns, adhesive brushes, and mallets. | 5Estimated | 11.0% | 4% | |
| Measure and mark vinyl material and cut material to size for roof installation, using rules, straightedges, and hand shears. | 30Estimated | 45.0% | 2% | |
| Replace damaged glass on vehicles. | 10Estimated | 13.0% | 4% | |
| Remove damaged panels, and identify the family and properties of the plastic used on a vehicle. | 30Estimated | 39.0% | 3% | |
| Soak fiberglass matting in resin mixtures and apply layers of matting over repair areas to specified thicknesses. | 5Estimated | 11.0% | 3% | |
| Clean work areas, using air hoses, to remove damaged material and discarded fiberglass strips used in repair procedures. | 40Estimated | 49.0% | 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. | 5Estimated | 11.0% | 4% | |
| Cut openings in vehicle bodies for the installation of customized windows, using templates and power shears or chisels. | 5Estimated | 11.0% | 4% |
Protective Factors
Total protective discount: 25.9%
Essential Soft Skills
Traits that are hard for AI to replicate
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
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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
overall change