49-9098.00
Helpers--Installation, Maintenance, and Repair Workers
Help installation, maintenance, and repair workers in maintenance, parts replacement, and repair of vehicles, industrial machinery, and electrical and electronic equipment. Perform duties such as furnishing tools, materials, and supplies to other workers; cleaning work area, machines, and tools; and holding materials or tools for other workers.
The robots are coming for your paycheck
More at risk than 76% 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.
Helpers in installation, maintenance, and repair work perform physical support tasks—carrying tools, holding components, cleaning work areas—in the varied environments of skilled trades. The unstructured physical nature of maintenance work sites makes helper roles difficult to automate. Through 2027, employment tracks the activity level of the skilled trades this role supports; growing infrastructure and energy transition work creates sustained demand with no meaningful AI displacement pathway.
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 Helpers--Installation, Maintenance, and Repair Workers, consider pivoting toward these lower-risk roles:
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Helpers--Installation, Maintenance, and Repair Workers
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I just checked if I'm cooked as a Helpers--Installation, Maintenance, and Repair Workers 🤖 AI risk score: 8.1/10 — High Risk "Let's just say your LinkedIn is about to get very busy." Check yours 👇 https://amicooked-five.vercel.app/results/49-9098.00 #AmICooked #AI #FutureOfWork
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You're more at risk than a Optometrists (score: 2.7). 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 →