Economist vs Research Scientist: which is more exposed to AI?
Economist carries 14 points more AI exposure than Research Scientist.
Economist sits at 62% time-weighted AI exposure against 48% for Research Scientist, a 14-point gap driven by the 64% of economist work time that current models can already substitute outright. Research Scientist holds a larger human-critical core — 52% of the role's time sits in work like "conduct laboratory experiments" that models score poorly on. Both roles sit inside Science & Research, so the exposure difference reflects task design rather than a change of field.
Seven dimensions, side by side.
What actually creates the gap.
Economists spend 64% of their time-weighted week on tasks a current model can produce end-to-end, against 34% for Research Scientists. The single largest contributor is "data gathering and cleaning", graded at 91% and worth 12% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.
- Data gathering and cleaning91% · 12% time
- Statistical analysis and econometric modelling88% · 22% time
- Literature review and synthesis86% · 14% time
- Write economic reports and papers78% · 16% time
- Public and stakeholder communication14% · 8% time
- Research framing and hypothesis design18% · 12% time
- Policy analysis and recommendation24% · 16% 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 2 for Economists, a 50-point spread. That is the gap you would actually have to close.
| DIMENSION | ECONOMIST | RESEARCH SCIENTIST |
|---|---|---|
| Manual | 2 | 52 |
Research Scientist appears in our dataset as a mapped adjacent career for Economists: the move lowers exposure by 14 points, landing at 48%. Switch difficulty reads low — capability profiles are 21 points apart on average and both sit in the same family.
Score your own exposure in 8 questions →Common questions.
Is Economist or Research Scientist more at risk from AI?
Economist. It scores 62% time-weighted AI exposure against 48% for Research Scientist — a 14-point gap. 64% of economist work time is already fully substitutable by current models, versus 34% for Research Scientists.
Which pays more, Economist or Research Scientist?
Research Scientist, by roughly $8k at the median ($124k versus $116k). 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 economist switch to being a research scientist?
Research Scientist appears in our dataset as a mapped adjacent career for Economists: the move lowers exposure by 14 points, landing at 48%. Switch difficulty reads low — capability profiles are 21 points apart on average and both sit in the same family.
Which role is growing faster, Economist 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.