INDEX/JOBS/ECONOMIST
SCIENCE & RESEARCHMODERATE EXPOSUREREPORT ID #2925

Economist.

Economists see AI dramatically accelerate data analysis and modelling, but the framing of research questions, policy judgment, and public communication of economic ideas remain distinctly human.

EXPOSURE
58%
↑ 2.1pp vs Q1
RESILIENCE
64
durable index
MEDIAN PAY
$116k
$72k – $188k
10Y GROWTH
+6%
Faster than avg
020406080100
// EXPOSURE
0%
Economists
THE TASK-LEVEL VERDICT
DATA-ANALYSIS
RESEARCH-SYNTHESIS
CONTENT-CREATION
Where the score comes from

Time spent, weighted by AI capability.

Distribution by class
64%
0%
36%
AI-Substitutable
AI-Assisted
Human-Critical
Task breakdown
All 7 canonical tasks
Task Exposure ClassificationTime share
01Data gathering and cleaning
91%
AI-Substitutable12%
02Statistical analysis and econometric modelling
88%
AI-Substitutable22%
03Literature review and synthesis
86%
AI-Substitutable14%
04Write economic reports and papers
78%
AI-Substitutable16%
05Policy analysis and recommendation
24%
Human-Critical16%
06Research framing and hypothesis design
18%
Human-Critical12%
07Public and stakeholder communication
14%
Human-Critical8%
Task profile · radar
Where the work concentrates.
COGNITIVE96CREATIVE62MANUAL2SOCIAL58PROCEDURAL84JUDGEMENT88
Procedural and Cognitive tasks dominate this role — both highly model-addressable. Social and Judgement axes are smaller but more resilient.
Capability creep · 8 years
Exposure climbed 36pp since 2018.
'18'20'22'24'26
Editorial signals

What the data is telling us.

INSIGHT · 01
EXPOSURE SIGNAL
Econometric modelling, data gathering, and literature synthesis are transformatively accelerated. Tasks that took grad students a week now take hours.
INSIGHT · 02
AUGMENTATION SIGNAL
Report writing is AI-augmented — economists who use AI produce more output, but must validate carefully given how confidently models can be wrong.
INSIGHT · 03
RESILIENCE SIGNAL
The judgment of what questions matter, what policy is wise, and how to communicate uncertainty honestly to decision-makers is the irreplaceable economist's contribution.
Resilient adjacencies

Where economists move next.

Policy Analyst
Moderate
54%
-4pp vs Economist
Data Scientist
Moderate
61%
3pp vs Economist
Research Scientist
Moderate
44%
-14pp vs Economist
Financial Analyst
High
76%
18pp vs Economist
Management Consultant
Moderate
62%
4pp vs Economist
Community pulse
Has AI already changed your work?
12,408 economists responded in the last 30 days.
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Economist
58%
AI-Exposed
42% remain human-critical
TASKEXPOSED.COM/JOBS/ECONOMISTRESEARCH BRIEF · MAY 2026
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FAQ

Common questions about Economist AI exposure.

What is the AI exposure score for Economists?

Economists have an overall AI exposure score of 58%, meaning approximately 58% of their time-weighted tasks can be substantially assisted or substituted by current frontier AI models. This places the role in the "Moderate" exposure category.

Will AI replace Economists?

AI is unlikely to fully replace Economists in the near term. The 42% of tasks classified as Human-Critical — including Policy analysis and recommendation and Research framing and hypothesis design — remain strongly human-dependent. AI is more likely to augment the role, raising productivity and shifting focus toward higher-judgment work.

What tasks are most exposed to AI for Economists?

The most AI-exposed tasks for Economists include: Statistical analysis and econometric modelling, Literature review and synthesis, Write economic reports and papers. These have exposure scores of 88%, 86%, 78% respectively.

What skills should Economists develop to stay resilient?

Economists should focus on developing skills in areas that AI struggles with: Policy analysis and recommendation, Research framing and hypothesis design, Public and stakeholder communication. Adjacent careers with lower exposure include Policy Analyst and Data Scientist.