Will AI replace Automotive Body and Related Repairers?

What this score means

Automotive Body and Related Repairers is among the least exposed roles in Construction & Trades. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 11 out of 100 it scores 3 points below the Construction & Trades average of 14. Across the 3 sources behind this baseline, individual estimates run from 5 to 20, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Automotive Body and Related Repairers, most central first, showing 12 of 25.

• 01File, grind, sand, and smooth filled or repaired surfaces, using power tools and hand tools.
• 02Inspect 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.
• 03Fit and weld replacement parts into place, using wrenches and welding equipment, and grind down welds to smooth them, using power grinders and other tools.
• 04Prime and paint repaired surfaces, using paint sprayguns and motorized sanders.
• 05Follow supervisors' instructions as to which parts to restore or replace and how much time the job should take.
• 06Sand body areas to be painted and cover bumpers, windows, and trim with masking tape or paper to protect them from the paint.
• 07Chain or clamp frames and sections to alignment machines that use hydraulic pressure to align damaged components.
• 08Position dolly blocks against surfaces of dented areas and beat opposite surfaces to remove dents, using hammers.
• 09Cut 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.
• 10Review damage reports, prepare or review repair cost estimates, and plan work to be performed.
• 11Fill small dents that cannot be worked out with plastic or solder.
• 12Remove damaged sections of vehicles using metal-cutting guns, air grinders and wrenches, and install replacement parts using wrenches or welding equipment.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 3 research sources that scored Automotive Body and Related Repairers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 03AI Occupational Exposure to Language Modeling · 2023

Also covers

Auto Body Customizer · Auto Body Detailer · Auto Body Estimator (Automotive Body Estimator) · Auto Body Man · Auto Body Mechanic · Auto Body Paint Prepper (Automotive Body Paint Prepper) · Auto Body Paint Tech (Automotive Body Paint Technician) · Auto Body Repair Technician (Auto Body Repair Tech) and related titles

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