AI exposure by occupation, O*NET 11-1031.00

Will AI replace Legislators?

Legislators: AI can already handle 24 of 30 tasks; the work mostly needs a frontier-tier model.

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Every task, scored

The 30 tasks O*NET 30.3 lists for Legislators, from most to least exposed. 24 reach 60 or more, the level at which AI already handles a task.

Task AI exposure Evidence Model tier Importance
Prepare drafts of amendments, government policies, laws, rules, regulations, budgets, programs and procedures. 85 Estimated Frontier 3.0
Analyze and understand the local and national implications of proposed legislation. 75 Estimated Standard 3.0
Appoint nominees to leadership posts, or approve such appointments. 75 Estimated Frontier 3.0
Confer with colleagues to formulate positions and strategies pertaining to pending issues. 75 Estimated Standard 3.0
Debate the merits of proposals and bill amendments during floor sessions, following the appropriate rules of procedure. 75 Estimated Efficient 3.0
Hear testimony from constituents, representatives of interest groups, board and commission members, and others with an interest in bills or issues under consideration. 75 Estimated Efficient 3.0
Keep abreast of the issues affecting constituents by making personal visits and phone calls, reading local newspapers, and viewing or listening to local broadcasts. 75 Estimated Standard 3.0
Make decisions that balance the perspectives of private citizens, public officials, and party leaders. 75 Estimated Efficient 3.0
Represent their parties in negotiations with political executives or members of other parties, and when speaking with the media. 75 Estimated Standard 3.0
Seek federal funding for local projects and programs. 75 Estimated Efficient 3.0
Vote on motions, amendments, and decisions on whether or not to report a bill out from committee to the assembly floor. 75 Estimated Frontier 3.0
Write, prepare, and deliver statements for the Congressional Record. 75 Estimated Standard 3.0
Alert constituents of government actions and programs by way of newsletters, personal appearances at town meetings, phone calls, and individual meetings. 75 Estimated Standard 3.0
Conduct "head counts" to help predict the outcome of upcoming votes. 75 Estimated Efficient 3.0
Determine campaign strategies for media advertising, positions on issues, and public appearances. 75 Estimated Standard 3.0
Encourage and support party candidates for political office. 75 Estimated Frontier 3.0
Establish personal offices in local districts or states, and manage office staff. 75 Estimated Frontier 3.0
Oversee expense allowances, ensuring that accounts are balanced at the end of each fiscal year. 75 Estimated Frontier 3.0
Promote the industries and products of their electoral districts. 75 Estimated Frontier 3.0
Represent their government at local, national, and international meetings and conferences. 75 Estimated Standard 3.0
Read and review concerns of constituents or the general public and determine if governmental action is necessary. 65 Estimated Efficient 3.0
Review bills in committee, and make recommendations about their future. 65 Estimated Frontier 3.0
Evaluate the structure, efficiency, activities, and performance of government agencies. 65 Estimated Standard 3.0
Serve on commissions, investigative panels, study groups, and committees in order to examine specialized areas and recommend action. 60 Estimated Standard 3.0
Develop expertise in subject matters related to committee assignments. 50 Estimated Standard 3.0
Attend receptions, dinners, and conferences to meet people, exchange views and information, and develop working relationships. 50 Estimated Standard 3.0
Speak to students to encourage and support the development of future political leaders. 50 Estimated Frontier 3.0
Negotiate with colleagues or members of other political parties in order to reconcile differing interests, and to create policies and agreements. 35 Estimated Efficient 3.0
Maintain knowledge of relevant national and international current events. 20 Estimated Efficient 3.0
Organize and maintain campaign organizations and fundraisers, in order to raise money for election or re-election. 20 Estimated Standard 3.0

Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 30 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 30 of 30. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.

The model tier this role needs

A frontier-tier model or lower covers 100% of the role's importance-weighted task work. 100% of the work is something AI can address at some tier.

Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.

Wages, employment and outlook

US employment
26,510
Median annual wage
$44,810
Middle half of earners
$29,120 to $80,350
Projected change, 2024 to 2034
+3.4%

Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034.

Adjacent roles

The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.

Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.

Questions about Legislators and AI

Will AI replace Legislators?

AI already handles 24 of the 30 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 66 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +3.4% from 2024 to 2034.

What is the AI exposure of Legislators?

66 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 0 of the 30 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 30 are estimated from each task's O*NET work activity.

Which Legislators tasks can AI already do?

The tasks with the highest exposure are: Prepare drafts of amendments, government policies, laws, rules, regulations, budgets, programs and procedures; Analyze and understand the local and national implications of proposed legislation; Appoint nominees to leadership posts, or approve such appointments. They are three of the 24 tasks that reach 60 or more.

What AI model tier does this role need?

A frontier-tier model or lower covers 100% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.

How many people work as Legislators, and what do they earn?

26,510 people in the United States, with a median annual wage of $44,810 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +3.4% from 2024 to 2034.

How to cite

Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.

JobRoute (2026). AI exposure: Legislators. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/legislators

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