Registered Nurse vs Software Engineer: which is more exposed to AI?
34 points apart. These are not comparable risk profiles.
Software Engineer sits at 67% time-weighted AI exposure against 33% for Registered Nurse, a 34-point gap driven by the 32% of software engineer work time that current models can already substitute outright. Registered Nurse holds a larger human-critical core — 70% of the role's time sits in work like "emotional support and counseling" that models score poorly on. The two sit in different families — Healthcare and Computer & Math — so any move between them is a career change, not a lateral step.
Seven dimensions, side by side.
What actually creates the gap.
Software Engineers spend 32% 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 "write boilerplate & crud code", graded at 92% and worth 14% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.
- Emotional support and counseling6% · 3% time
- Administer medications and treatments8% · 16% time
- Emergency response and triage12% · 7% time
- Write boilerplate & CRUD code92% · 14% time
- Generate unit tests from specs88% · 8% time
- Author documentation85% · 6% time
- Translate code between languages81% · 4% time
- Mentor junior engineers11% · 3% time
- Negotiate scope with stakeholders14% · 5% time
- Triage production incidents22% · 4% time
Both roles lean on procedural, cognitive — that is the part of your experience that travels intact. The real divide is manual: Registered Nurses score 88 there against 6 for Software Engineers, an 82-point spread. That is the gap you would actually have to close.
| DIMENSION | REGISTERED NURSE | SOFTWARE ENGINEER |
|---|---|---|
| Manual | 88 | 6 |
| Social | 91 | 32 |
| Judgement | 84 | 41 |
Neither role lists the other as a mapped adjacent career, and the capability profiles sit 47 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 Registered Nurse or Software Engineer more at risk from AI?
Software Engineer. It scores 67% time-weighted AI exposure against 33% for Registered Nurse — a 34-point gap. 32% of software engineer work time is already fully substitutable by current models, versus 0% for Registered Nurses.
Which pays more, Registered Nurse or Software Engineer?
Software Engineer, by roughly $51k at the median ($132k versus $81k). 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 registered nurse switch to being a software engineer?
Neither role lists the other as a mapped adjacent career, and the capability profiles sit 47 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, Registered Nurse or Software Engineer?
Software Engineer, at 17% projected ten-year growth versus 6% — an 11-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.