Not Very Resilient

Last Update: 7/31/2026

AI Resilience Score for Economists:

31.8%

Median Score

Meaningful human contribution

Low

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Medium-high

Contributing sources

Methodology and Scoring Rationale

To score how resilient economics work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For economists, all eight sources had data, and most agreed on high AI exposure: AI Resilience Model, Anthropic, Microsoft, and OpenAI Signals all flagged strong AI involvement, while Will Robots Take My Job rated it medium. A low hiring outlook from BLS and weak human contribution pulled the score down, landing economists at "Not Very Resilient" with medium-high confidence. Solid pay signals offered a small lift.

AI Resilience Report forEconomists

$124,720 median salary900 annual openingsSOC Code: 19-3011.00

Economists are less resilient to AI impacts than most occupations, according to our analysis of 8 sources.

Economists are labeled "Not Very Resilient" because AI is already automating a large share of the routine tasks that make up a lot of this work, including literature reviews, data analysis, econometric coding, and report writing. In economic consulting especially, AI tools can cut the time spent on common research tasks by 80 to 95 percent, which means fewer people are needed to produce the same output.

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This role is not very resilient

Economists are labeled "Not Very Resilient" because AI is already automating a large share of the routine tasks that make up a lot of this work, including literature reviews, data analysis, econometric coding, and report writing. In economic consulting especially, AI tools can cut the time spent on common research tasks by 80 to 95 percent, which means fewer people are needed to produce the same output.

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Analysis of Current AI Resilience

Economists

Updated Quarterly

Analysis
Suggested Actions
State of Automation

How is AI changing Economists jobs?

Right now, AI is mostly augmenting economists rather than replacing them. A National Bureau of Economic Research paper explains that economists can create agents that autonomously conduct literature reviews across myriads of sources, write and debug econometric code, fetch and analyze economic data, and coordinate complex research workflows, and that with "vibe coding" through natural language, any economist can build sophisticated research assistants and other autonomous tools in minutes. AEI similarly reports that ChatGPT, Claude, and Gemini are serving as "force multipliers" for economists and policy analysts [1], helping with data analysis, writing, and overcoming research bottlenecks rather than replacing core judgment.

In economic consulting, ProMarket reports that AI agents can save 80–90% of the time spent on literature review and 85–95% of the time on "maker-checker" audit work [2], trimming the labor needed to produce expert reports. The U.S. Bureau of Labor Statistics also notes that insufficient data infrastructure is the greatest obstacle to AI usage [3], which slows full automation.

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AI Adoption

How fast is AI adoption growing for Economists?

Adoption is moving quickly because tools are cheap, widely available, and especially good at the routine modeling and writing tasks economists do. BCG's 2026 analysis estimates that 50% to 55% of US jobs will be reshaped by AI over the next two to three years [4], with full substitution coming more slowly. For economists specifically, the U.S. Bureau of Labor Statistics projects employment growth of just 1% from 2024 to 2034, slower than the average for all occupations [3] — likely reflecting AI's productivity boost.

ProMarket adds that AI will likely reduce overall demand for economic consultants and shift work to in-house teams [2]. Still, human strengths — supervising students, judgment calls about public policy, and testifying under oath — remain hard to automate, so economists who lean into AI as a partner are likely to thrive.

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Will AI replace Economists?

Will AI replace Economists?

In part. We think AI will eventually automate a real share of this work, but economists who adapt can still build meaningful, well-compensated careers.

Our 31.8% AI Resilience Score reflects a real challenge. AI tools are already handling much of what junior economists spend their days on: literature reviews, data analysis, econometric coding, and drafting reports. ProMarket reports that AI agents can save 80 to 90% of the time spent on literature review and 85 to 95% of the time on audit work [2], which means fewer people are needed to produce the same output. The BLS projects just 1% employment growth for economists through 2034 [3], and ProMarket adds that AI will likely reduce demand for economic consultants specifically [2].

That said, some things stay stubbornly human. Testifying before a committee, advising on public policy, supervising research, and making judgment calls in messy real-world situations are hard to automate. Economists who treat AI as a force multiplier rather than a threat are likely to thrive [1]. The skills that make a good economist, including critical thinking, communication, and quantitative reasoning, also transfer well into data science, policy, finance, and tech. This career is under pressure, but the underlying toolkit is genuinely durable.

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Latest AI news for Economists

These articles highlight the urgent call from hundreds of economists for proactive measures to address AI's economic impact, emphasizing job displacement risks. For students pursuing careers in economics, this signals a need to understand AI's role in shaping labor markets and economic policies. As noted in the open letters, economists are encouraged to develop strategies that promote resilience against economic disruptions caused by AI. Engaging with these insights can prepare future economists to navigate and influence the evolving landscape effectively.

More Career Info

Career: Economists

They study money and resources to understand how they affect people and businesses, and they give advice on making smart financial decisions.

Employment & Wage Data

Median Wage

$124,720

Jobs (2024)

17,600

Growth (2024-34)

+1.2%

Annual Openings

900

Education

Master's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

92% ResilienceSupplemental

Provide litigation support, such as writing reports for expert testimony or testifying as an expert witness.

2

90% ResilienceCore Task

Supervise research projects and students' study projects.

3

82% ResilienceCore Task

Forecast production and consumption of renewable resources and supply, consumption and depletion of non-renewable resources.

4

80% ResilienceCore Task

Study the socioeconomic impacts of new public policies, such as proposed legislation, taxes, services, and regulations.

5

78% ResilienceCore Task

Testify at regulatory or legislative hearings concerning the estimated effects of changes in legislation or public policy and present recommendations based on cost-benefit analyses.

6

75% ResilienceCore Task

Provide advice and consultation on economic relationships to businesses, public and private agencies, and other employers.

7

72% ResilienceCore Task

Develop economic guidelines and standards and prepare points of view used in forecasting trends and formulating economic policy.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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