17-2199.00
Engineers, All Other
All engineers not listed separately.
You're basically automation-proof
Only 8% of jobs we track are safer than this
Disruption Vector
Hybrid Threat
Both AI software and physical automation threaten different aspects of this role, creating a compound risk from multiple directions.
This broad category of engineers in non-standard specialties faces AI augmentation across documentation, simulation, and routine analysis tasks. GitHub Copilot and AI-assisted CAD tools are raising productivity expectations. The resilient core across engineering specialties is novel problem-solving, physical-world judgment, and accountability for safety-critical systems. Overall, AI is more likely to reduce support staff and junior roles than eliminate senior engineering positions through 2027.
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
Similar Safe Careers
Engineers, All Other is already low-risk. Explore similarly safe occupations:
Share Your Results
amicooked-five.vercel.app
Engineers, All Other
"Congrats — you are delightfully robot-proof. Go touch some grass."
Tweet preview
I just checked if I'm cooked as a Engineers, All Other 🤖 AI risk score: 1.6/10 — Low Risk "Congrats — you are delightfully robot-proof. Go touch some grass." Check yours 👇 https://amicooked-five.vercel.app/results/17-2199.00 #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 safer than 8% of all knowledge workers we track.
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 →