Carpenter vs Registered Nurse: which is more exposed to AI?
Registered Nurse carries 13 points more AI exposure than Carpenter.
Registered Nurse sits at 33% time-weighted AI exposure against 20% for Carpenter, a 13-point gap driven by the 0% of registered nurse work time that current models can already substitute outright. Carpenter holds a larger human-critical core — 67% of the role's time sits in work like "execute finish carpentry and trim" that models score poorly on. The two sit in different families — Trades & Construction and Healthcare — so any move between them is a career change, not a lateral step.
Seven dimensions, side by side.
What actually creates the gap.
Carpenters spend 16% of their time-weighted week on tasks a current model can produce end-to-end, against 0% for Registered Nurses. The single largest contributor is "handle invoices and paperwork", graded at 76% and worth 3% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.
- Handle invoices and paperwork76% · 3% time
- Estimate materials and quotes72% · 6% time
- Order materials70% · 3% time
- Draft simple plans and layouts68% · 4% time
- Execute finish carpentry and trim6% · 20% time
- Frame structures on site8% · 28% time
- Fabricate custom pieces12% · 12% time
- Emotional support and counseling6% · 3% time
- Administer medications and treatments8% · 16% time
- Emergency response and triage12% · 7% time
Both roles lean on manual, judgement — that is the part of your experience that travels intact. The real divide is social: Registered Nurses score 91 there against 34 for Carpenters, a 57-point spread. That is the gap you would actually have to close.
| DIMENSION | CARPENTER | REGISTERED NURSE |
|---|---|---|
| Social | 34 | 91 |
| Cognitive | 30 | 64 |
| Judgement | 58 | 84 |
Neither role lists the other as a mapped adjacent career, and the capability profiles sit 31 points apart on average. Treat a move between them as a genuine career change with a retraining cost, not as a hedge against AI exposure.
Score your own exposure in 8 questions →Common questions.
Is Carpenter or Registered Nurse more at risk from AI?
Registered Nurse. It scores 33% time-weighted AI exposure against 20% for Carpenter — a 13-point gap. 0% of registered nurse work time is already fully substitutable by current models, versus 16% for Carpenters.
Which pays more, Carpenter or Registered Nurse?
Registered Nurse, by roughly $25k at the median ($81k versus $56k). Note that the higher-paying role here is also the more AI-exposed one, which matters if you are weighing pay against durability.
Can a carpenter switch to being a registered nurse?
Neither role lists the other as a mapped adjacent career, and the capability profiles sit 31 points apart on average. Treat a move between them as a genuine career change with a retraining cost, not as a hedge against AI exposure.
Which role is growing faster, Carpenter or Registered Nurse?
Registered Nurse, at 6% projected ten-year growth versus 4% — a 2-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.