Economist vs Policy Analyst: which is more exposed to AI?
Effectively tied: 3 points separate Economists from Policy Analysts.
Economist scores 62% time-weighted AI exposure and Policy Analyst scores 59% — close enough that the headline number tells you almost nothing. The difference lives underneath it: Economists lose the most ground on "data gathering and cleaning" (91%), while for Policy Analysts it is "summarize legislation and research" (88%). 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 52% for Policy Analysts. 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
- Summarize legislation and research88% · 14% time
- Draft policy briefs and memos86% · 18% time
- Compile comparative policy scans82% · 12% time
- Track legislative developments80% · 8% time
- Testify and defend recommendations12% · 2% time
- Negotiate stakeholder positions14% · 4% time
- Brief decision-makers in person16% · 6% time
Both roles lean on cognitive, judgement, procedural — that is the part of your experience that travels intact. The real divide is creative: Economists score 62 there against 40 for Policy Analysts, a 22-point spread. That is the gap you would actually have to close.
| DIMENSION | ECONOMIST | POLICY ANALYST |
|---|---|---|
| Creative | 62 | 40 |
| Procedural | 84 | 64 |
Policy Analyst appears in our dataset as a mapped adjacent career for Economists: the move lowers exposure by 3 points, landing at 59%. Switch difficulty reads low — capability profiles are 14 points apart on average and both sit in the same family.
Score your own exposure in 8 questions →Common questions.
Is Economist or Policy Analyst more at risk from AI?
Economist. It scores 62% time-weighted AI exposure against 59% for Policy Analyst — a 3-point gap. 64% of economist work time is already fully substitutable by current models, versus 52% for Policy Analysts.
Which pays more, Economist or Policy Analyst?
Economist, by roughly $40k at the median ($116k versus $76k). 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 economist switch to being a policy analyst?
Policy Analyst appears in our dataset as a mapped adjacent career for Economists: the move lowers exposure by 3 points, landing at 59%. Switch difficulty reads low — capability profiles are 14 points apart on average and both sit in the same family.
Which role is growing faster, Economist or Policy Analyst?
Economist, at 6% projected ten-year growth versus 5% — a 1-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.