Aerospace Engineer vs Research Scientist: which is more exposed to AI?
Research Scientist carries 5 points more AI exposure than Aerospace Engineer.
Research Scientist sits at 48% time-weighted AI exposure against 43% for Aerospace Engineer, a 5-point gap driven by the 34% of research scientist work time that current models can already substitute outright. Aerospace Engineer holds a larger human-critical core — 38% of the role's time sits in work like "own certification with regulators" that models score poorly on. The two sit in different families — Architecture & Engineering and Science & Research — so any move between them is a career change, not a lateral step.
Seven dimensions, side by side.
What actually creates the gap.
Research Scientists spend 34% of their time-weighted week on tasks a current model can produce end-to-end, against 28% for Aerospace Engineers. The single largest contributor is "literature review and synthesis", graded at 88% and worth 18% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.
- Draft technical documentation82% · 8% time
- Compile test reports78% · 6% time
- Generate routine CAD iterations72% · 8% time
- Run parameter-sweep simulations70% · 6% time
- Own certification with regulators12% · 10% time
- Make safety-critical design decisions15% · 14% time
- Lead design reviews20% · 5% time
- Literature review and synthesis88% · 18% time
- Data analysis and statistical modelling82% · 16% time
- Conduct laboratory experiments12% · 14% time
- Peer review and scientific debate14% · 8% time
- Interpret novel findings and implications18% · 12% time
Both roles lean on cognitive, judgement, procedural — that is the part of your experience that travels intact. The real divide is manual: Research Scientists score 52 there against 22 for Aerospace Engineers, a 30-point spread. That is the gap you would actually have to close.
| DIMENSION | AEROSPACE ENGINEER | RESEARCH SCIENTIST |
|---|---|---|
| Manual | 22 | 52 |
| Creative | 52 | 74 |
| Social | 38 | 54 |
Research Scientist appears in our dataset as a mapped adjacent career for Aerospace Engineers: the move raises exposure by 5 points, landing at 48%. Switch difficulty reads moderate — capability profiles are 18 points apart on average.
Score your own exposure in 8 questions →Common questions.
Is Aerospace Engineer or Research Scientist more at risk from AI?
Research Scientist. It scores 48% time-weighted AI exposure against 43% for Aerospace Engineer — a 5-point gap. 34% of research scientist work time is already fully substitutable by current models, versus 28% for Aerospace Engineers.
Which pays more, Aerospace Engineer or Research Scientist?
Aerospace Engineer, by roughly $6k at the median ($130k versus $124k). Note that the higher-paying role here is also the less AI-exposed one, which matters if you are weighing pay against durability.
Can a aerospace engineer switch to being a research scientist?
Research Scientist appears in our dataset as a mapped adjacent career for Aerospace Engineers: the move raises exposure by 5 points, landing at 48%. Switch difficulty reads moderate — capability profiles are 18 points apart on average.
Which role is growing faster, Aerospace Engineer or Research Scientist?
Research Scientist, at 8% projected ten-year growth versus 6% — 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.