Mostly Resilient

Last Update: 6/19/2026

AI Resilience Score for Legislators:

52.9%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

High

Our confidence in this score:
Low-medium

Contributing sources

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 four AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, and Will Robots Take My Job. 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 legislators, five of seven sources had data, and the two AI exposure sources split sharply: our AI Resilience Model saw low AI risk while Microsoft saw high exposure, which is why confidence sits at low-medium. Strong pay signals from Wage Bill pushed economic opportunity up, and the deeply human nature of lawmaking kept the label at "Mostly Resilient."

AI Resilience Report forLegislators

$44,810 median salary2,200 annual openingsSOC Code: 11-1031.00

Legislators are somewhat more resilient to AI impacts than most occupations, according to our analysis of 5 sources.

Legislators are labeled "Mostly Resilient" because the heart of their work, including building trust with constituents, persuading colleagues, and making judgment calls on complex policy, depends on deeply human skills that AI simply cannot replicate. AI is already helping legislative staff with tasks like summarizing long documents and drafting emails (with usage jumping from 20% to 44% in just one year), but those tools are assistants, not replacements for the people doing the actual leading and decision-making.

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This role is mostly resilient

Legislators are labeled "Mostly Resilient" because the heart of their work, including building trust with constituents, persuading colleagues, and making judgment calls on complex policy, depends on deeply human skills that AI simply cannot replicate. AI is already helping legislative staff with tasks like summarizing long documents and drafting emails (with usage jumping from 20% to 44% in just one year), but those tools are assistants, not replacements for the people doing the actual leading and decision-making.

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Analysis of Current AI Resilience

Legislators

Updated Quarterly

Analysis
Suggested Actions
State of Automation

How is AI changing Legislators jobs?

Right now, AI is mostly augmenting legislators rather than replacing them — and that's an important difference. According to the National Conference of State Legislatures, in Spring 2025 NCSL surveyed legislative staff about their use of generative artificial intelligence tools for legislative work, with responses from staff in 35 states, Puerto Rico and the U.S [1]. Virgin Islands, and the trend is clear: in 2024, 20% of legislative staff said they used these tools, but by 2025 that number had surged to 44%, with NCSL's lead on technology issues suggesting actual use may be even higher.

The most common tools? ChatGPT was the most commonly used generative AI tool, followed by Microsoft Copilot, both used to write content like articles and emails, assist with research, and condense hundreds of pages of material.

Globally, governments are experimenting further. A Tech Policy Press investigation [2] reports that the UK used an in-house tool called Consult to sort more than 50,000 public consultation responses in about two hours, while Italy's Senate uses AI to cluster similar amendments, and Brazil's Chamber of Deputies expanded its "Ulysses" program to classify legislative material. The Council of State Governments has been hosting workshops to help lawmakers understand AI policy [3], recognizing that legislators themselves are now the policymakers for the technology they're starting to use.

Still, the most human parts of the job — like the task of speaking to students to inspire future leaders (only 2% automatable) — remain firmly in human hands. Mentorship, persuasion, and listening to constituents in person can't really be outsourced to a chatbot.

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AI Adoption

How fast is AI adoption growing for Legislators?

Adoption is happening faster than many expected, but unevenly. On the speed side, the tools are cheap and widely available — ChatGPT and Copilot cost far less than hiring extra staff, which matters because lawmakers face chronic staff shortages, increasing policy complexity, and limited time. Route Fifty's 2026 outlook [4] notes that 2026 is less about adopting AI and more about embedding it responsibly into existing government work, with transparency and governance becoming "non-negotiable" as AI moves into mission-critical functions.

What slows things down is just as important. Legislators are uniquely cautious because they write the rules everyone else follows. Brookings researchers found [5] that states have proposed hundreds of AI-related bills but relatively few have passed, partly because highly educated states tend to introduce more ambitious and technically demanding legislation that fragments stakeholders.

There are also real worries about democratic legitimacy: AI-generated submissions could create what one researcher described as a "legislative DDoS" that overwhelms genuine public engagement.

For young people considering this career, the good news is that the skills legislators most need — building trust, listening to neighbors, persuading colleagues, and inspiring the next generation — are exactly the things AI is worst at. AI will likely handle the paperwork, but the leadership stays human.

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Will AI replace Legislators?

Will AI replace Legislators?

No. We don't think AI will replace Legislators, though we do expect the job to change.

Legislators earn a 52.9% AI Resilience Score from us, landing in "Mostly Resilient" territory. That reflects a real but manageable shift. AI is already handling the heavy lifting on research, summarizing lengthy documents, and drafting communications. By 2025, 44% of legislative staff reported using generative AI tools like ChatGPT and Microsoft Copilot for exactly this kind of work [1]. Globally, governments are going further, with Italy's Senate using AI to cluster amendments and the UK sorting more than 50,000 public consultation responses in about two hours [2]. The paperwork is getting automated. The leadership is not.

What stays human is the core of the job: building trust with constituents, persuading colleagues, listening to neighbors, and making judgment calls that carry democratic weight. Those skills are precisely what AI handles worst. There are also legitimate guardrails slowing AI's deeper reach here. Researchers have flagged concerns about AI-generated submissions overwhelming genuine public engagement [5], and 2026 is shaping up to be less about adopting AI and more about embedding it responsibly into government work [4].

If you are drawn to public service, the fundamentals of this career remain very human.

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Latest AI news for Legislators

Understanding the evolving landscape of AI legislation is crucial for aspiring legislators. Articles like the one discussing state lawmakers' opposition to a federal preemption highlight the importance of local governance in AI oversight. Additionally, the bipartisan efforts to collect data on AI's impact on the workforce show a growing recognition of AI's influence on jobs. By staying informed on these developments, future legislators can advocate for balanced policies that promote innovation while protecting public interests, fostering resilience in their careers amidst rapid technological change.

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

Median Wage

$44,810

Jobs (2024)

27,700

Growth (2024-34)

+3.4%

Annual Openings

2,200

Education

Bachelor's degree

Experience

Less than 5 years

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

98% Resilience

Conduct "head counts" to help predict the outcome of upcoming votes.

2

98% Resilience

Speak to students to encourage and support the development of future political leaders.

3

97% Resilience

Appoint nominees to leadership posts, or approve such appointments.

4

97% Resilience

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

5

97% Resilience

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

6

97% Resilience

Prepare drafts of amendments, government policies, laws, rules, regulations, budgets, programs and procedures.

7

97% Resilience

Review bills in committee, and make recommendations about their future.

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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