Economists

17,600 jobs in the US · AI exposure 9/10 · AI opportunity 8/10

What AI will never replace

The irreplaceable part is framing the right question—deciding that a regional wage stagnation study needs to control for monopsony effects in healthcare labor markets, for instance, requires domain intuition AI doesn't originate. Economists also testify before legislatures and defend contested methodological choices under cross-examination, where credibility depends on a human being personally accountable for the analysis.

AI exposure: 9/10

Economists perform work that is almost entirely digital, involving data analysis, mathematical modeling, and technical writing. AI is exceptionally proficient at the core tasks of this role, including processing large datasets, identifying statistical patterns, and generating reports, which significantly increases productivity and reduces the number of human workers needed for routine analysis.

AI advantage: 8/10

Economists benefit immensely from AI tools that can automate complex data cleaning, write and debug statistical code (R, Python, Stata), and synthesize vast amounts of literature. AI significantly accelerates the production of reports and forecasts, creating a major productivity gap between traditional researchers and those using AI to handle the heavy lifting of quantitative modeling and drafting.

Job growth outlook: 8/10

AI significantly lowers the cost of processing massive datasets, unlocking latent demand for economic analysis in private sector firms that previously found such research cost-prohibitive. Furthermore, the rapid integration of AI into the global economy creates a massive new problem domain for economists to study, specifically regarding labor market shifts, productivity measurement, and regulatory policy. While AI automates basic data cleaning and statistical modeling, it increases the value of high-level causal inference and strategic advisory roles that require human judgment and institutional trust.

Career details

  • Typical education: Master's degree
  • Median annual pay: $115,440
  • 10-year outlook: Slower than average