49-3021.00
Automotive Body and Related Repairers
Repair and refinish automotive vehicle bodies and straighten vehicle frames.
The robots are coming for your paycheck
More at risk than 88% of occupations we track
Disruption Vector
Physical Robots
Physical robotics, autonomous machines, and automated equipment are the main threat to the physical tasks in this occupation.
Automotive body repairers perform structural and cosmetic collision repair—metal straightening, panel replacement, and refinishing—where AI estimating tools like CCC's AI-powered photo estimating change the administrative workflow but not the physical repair. Precision alignment work, welding, and paint matching in unique vehicle configurations require skilled craftsmanship. The 2025-2027 outlook is stable; vehicle collision rates persist and EVs with complex aluminum structures actually increase skill requirements.
Salary & Job Outlook
AI Risk Timeline
Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.
Skills Analysis — AI Vulnerability
Career Pivot Paths
If you're a Automotive Body and Related Repairers, consider pivoting toward these lower-risk roles:
Share Your Results
amicooked-five.vercel.app
Automotive Body and Related Repairers
"Let's just say your LinkedIn is about to get very busy."
Tweet preview
I just checked if I'm cooked as a Automotive Body and Related Repairers 🤖 AI risk score: 8.9/10 — High Risk "Let's just say your LinkedIn is about to get very busy." Check yours 👇 https://amicooked-five.vercel.app/results/49-3021.00 #AmICooked #AI #FutureOfWork
Your score badge
AM I COOKED?
/ 10
amicooked-five.vercel.app
Screenshot this card to share on Instagram or TikTok 📸
You're more at risk than a Materials Engineers (score: 1.7). Maybe it's time to rethink.
This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →