Verdict
Carpenters is the safer bet: it scores 24/100 against 30/100 for First-Line Supervisors of Construction Trades and Extraction Workers — 6 points less exposed to AI.
Construction
24 /100
Carpentry is hands-on fabrication; AI helps with estimating but cannot frame walls or read a structure in the field.
Full risk profile →30 /100
Construction site supervision demands physical presence and real-time accountability that AI tools cannot replace.
Full risk profile →| Metric | Carpenters | First-Line Supervisors of Construction Trades and Extraction Workers |
|---|---|---|
| AI Fear Score | 24/100 | 30/100 |
| Risk band | Resilient | Resilient |
| Automation probability | 24% | 30% |
| LLM task exposure | 24% | 30% |
| Median pay (BLS) | $59,310 | $78,690 |
| US workers | 697,740 | 806,080 |
| Timeline | AI estimating software is already used by many contractors, but the core fabrication and installation tasks of carpentry remain physical trades for 12-15 years or more. | AI estimating and scheduling software will augment planning tasks within 3-5 years, but the physical oversight and accountability role of the on-site supervisor stays human-led for the foreseeable future. |
For long-tail occupations the two research anchors share a single AI-reviewed exposure estimate — see the methodology.
The usual pivots that reuse your experience while cutting exposure: Construction project manager, Site safety manager, General contractor. See the full plan →
Carpenters is safer. It scores 24/100 vs 30/100 — Carpenters keeps more tasks that need hands-on work, judgment or personal trust, while more of First-Line Supervisors of Construction Trades and Extraction Workers's core tasks are automatable.
First-Line Supervisors of Construction Trades and Extraction Workers pays more at the median: $78,690 vs $59,310 (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.