11-1031.00

Legislators

Develop, introduce, or enact laws and statutes at the local, tribal, state, or federal level. Includes only workers in elected positions.

Moderate Risk

AI will start nibbling at this role

Safer than 37% of occupations we track

Frey & Osborne (2013) estimated 50% probability of automation for this role

paper →

37%

of jobs safer

639

jobs riskier than this

+3.4%

projected growth

Disruption Vector

Disruption Type

Hybrid Threat

Both AI software and physical automation threaten different aspects of this role, creating a compound risk from multiple directions.

Legislators face limited direct AI displacement since lawmaking requires democratic accountability, political negotiation, and constituent trust that no algorithm can replicate. However, AI tools like ChatGPT are already used by legislative staff to draft bill language, summarize hearing testimony, and model policy impacts, compressing back-office research headcount. By 2027, the role itself remains safe but supporting staffers who perform research and drafting will see significant productivity pressure.

Disrupted byBoston DynamicsChatGPT / GPT-4oAmazon Robotics

Salary & Job Outlook

Median Annual Pay

$44,810

US Bureau of Labor Statistics

10-Year Job Growth

+3.4%

As fast as average

Education Required

Bachelor's degree

Job Zone 4 / 5

AI Risk Timeline

4.0

4.3

4.6

5.2

Today

Current AI exposure

5 Years

Near-term outlook

10 Years

Medium-term risk

20 Years

Long-term trajectory

Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.

Skills Analysis — AI Vulnerability

AI can replicate (0)

AI-resistant (1)

Mixed

Critical Thinking80%

Active Learning75%

Complex Problem Solving78%

Judgment and Decision Making82%

Reading Comprehension72%

Career Pivot Paths

If you're a Legislators, consider pivoting toward these lower-risk roles:

Sales EngineersFaster than average

Hybrid Threat·Risk: 1.5/10·-2.5 pts safer

Training and Development ManagersFaster than average

Hybrid Threat·Risk: 1.6/10·-2.4 pts safer

Social and Community Service ManagersFaster than average

Hybrid Threat·Risk: 1.6/10·-2.4 pts safer

Logistics EngineersMuch faster than average

Software & AI·Risk: 1.6/10·-2.4 pts safer

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Legislators

4.0

/ 10

Moderate Risk

40% automation risk

"Safe-ish. AI is your coworker, not your replacement. Yet."

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I just checked if I'm cooked as a Legislators 🤖 AI risk score: 4.0/10 — Moderate Risk "Safe-ish. AI is your coworker, not your replacement. Yet." Check yours 👇 https://amicooked-five.vercel.app/results/11-1031.00 #AmICooked #AI #FutureOfWork

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AM I COOKED?

LEGISLATORS

4.0

/ 10

MODERATE RISK

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You're safer than a Farm Labor Contractors but riskier than a Construction Managers.

This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →