Verdict
Automotive Mechanic is the safer bet: it scores 41/100 against 53/100 for Construction Laborer — 12 points less exposed to AI.
Skilled Trades
53 /100
Performs physical tasks on construction sites.
Full risk profile →| Metric | Automotive Mechanic | Construction Laborer |
|---|---|---|
| AI Fear Score | 41/100 | 53/100 |
| Risk band | Watch | Watch |
| Automation probability | 59% | 88% |
| LLM task exposure | 20% | 10% |
| Median pay (BLS) | $47,000 | $45,000 |
| US workers | 760,000 | 1,000,000 |
| Timeline | Mostly resilient — diagnostics get smarter, hands stay essential. | Slow — robotics, not LLMs; unstructured sites resist automation. |
The usual pivots that reuse your experience while cutting exposure: Skilled tradesperson, Site foreman. See the full plan →
Automotive Mechanic is safer. It scores 41/100 vs 53/100 — Automotive Mechanic keeps more tasks that need human judgment and context, while more of Construction Laborer's core tasks are automatable.
Automotive Mechanic pays more at the median: $47,000 vs $45,000 (BLS May 2024).
Scores are estimates, not predictions — two research anchors applied to task mixes, with BLS May-2024 wages and employment. Not career advice.