Mostly Resilient

Last Update: 8/30/2026

AI Resilience Score for Legislators:

58.4%

Median Score

Meaningful human contribution

Low

Long-term employer demand

High

Sustained economic opportunity

High

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient legislative 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 legislative work, six of eight sources had data, with no input from Anthropic or Will Robots Take My Job. The three AI exposure sources (AI Resilience Model, Microsoft, and OpenAI Signals) all agreed that AI can handle much of the analytical workload, pushing the human contribution score low. Strong demand and pay signals pulled the overall score up, landing legislators at "Mostly Resilient" with medium-high confidence.

AI Resilience Report forLegislators

$108,510 median salary•305,100 annual openings•SOC Code: 11-1031.00

Legislators are somewhat more resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Legislators are labeled "Mostly Resilient" because the heart of the job, which includes listening to constituents, negotiating with colleagues, and making judgment calls on complex issues, is deeply human work that AI simply cannot replicate. O*NET rates the core legislative tasks as only about 2% automatable, and voters expect real, accountable human representation, which creates a natural barrier to AI replacement.

Learn more about how you can thrive in this position

This role is mostly resilient

Legislators are labeled "Mostly Resilient" because the heart of the job, which includes listening to constituents, negotiating with colleagues, and making judgment calls on complex issues, is deeply human work that AI simply cannot replicate. O*NET rates the core legislative tasks as only about 2% automatable, and voters expect real, accountable human representation, which creates a natural barrier to AI replacement.

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Analysis of current AI resilience

Legislators

Updated quarterly

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Latest AI news for Legislators

These articles highlight the growing importance of AI regulation for aspiring legislators. For instance, a bipartisan group of lawmakers is urging fast action on AI oversight, emphasizing the need for collaborative policy-making. Similarly, Michigan lawmakers are addressing AI risks, showcasing how legislators can shape the future of technology. By staying informed about these developments, students can position themselves to advocate for effective regulations that promote AI resilience, ensuring that they play a crucial role in safeguarding their communities as technology evolves.

More Career Info

Career: Legislators

They create and vote on laws to help solve community problems and improve the lives of people in their area.

Parent Careers

Minor Group:Top Executives
Broad Group:Legislators

Employment & Wage Data

* Data estimated from parent occupation

Median Wage

$108,510

Jobs (2025)

3,904,100

Growth (2025-35)

+4.9%

Annual Openings

305,100

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

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

1

98% Resilience

Vote on motions, amendments, and decisions on whether or not to report a bill out from committee to the assembly floor.

2

98% Resilience

Attend receptions, dinners, and conferences to meet people, exchange views and information, and develop working relationships.

3

98% Resilience

Represent their government at local, national, and international meetings and conferences.

4

97% Resilience

Appoint nominees to leadership posts, or approve such appointments.

5

97% Resilience

Debate the merits of proposals and bill amendments during floor sessions, following the appropriate rules of procedure.

6

97% Resilience

Make decisions that balance the perspectives of private citizens, public officials, and party leaders.

7

97% Resilience

Negotiate with colleagues or members of other political parties in order to reconcile differing interests, and to create policies and agreements.

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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