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AI Automation Index
Task-level automation exposure for Legislators: 30 O*NET tasks scored against their work activities, plus the simulator.
Automation Exposure
30 of 30 tasks scored
Median Salary
BLS OEWS, May 2025 — 11-0000 group row
Employment Level
11,132,700 people hold this job — size, not growth
Projection
BLS's 2025–35 matrix has no equivalent code for this occupation — mostly military branches, which it does not project.
Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.
Importance-weighted mean of the scored tasks. This is the headline index.
Share of weighted tasks in hands-on or machine-operating work activities.
Share in analysis, decisions, teaching, directing, advising, or caring for others.
Share in documenting, recording, and administrative activities.
Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.
30 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.
7 tasks
14 tasks
9 tasks
Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.
Simulate Upskilling →Analyze and understand the local and national implications of proposed legislation.
information retrieval — Legal change impact analysis; counsel validates
Appoint nominees to leadership posts, or approve such appointments.
decision support — Accountability-bearing hiring decision with legal consequence
Confer with colleagues to formulate positions and strategies pertaining to pending issues.
interpersonal — Coordinating work through live human interaction
Debate the merits of proposals and bill amendments during floor sessions, following the appropriate rules of procedure.
interpersonal — Hearings are live human proceedings
Develop expertise in subject matters related to committee assignments.
information retrieval — AI summarizes developments; human retains expertise
Hear testimony from constituents, representatives of interest groups, board and commission members, and others with an interest in bills or issues under consideration.
interpersonal — Customer needs discovery needs live interaction
Keep abreast of the issues affecting constituents by making personal visits and phone calls, reading local newspapers, and viewing or listening to local broadcasts.
information retrieval — AI summarizes developments; human retains expertise
Maintain knowledge of relevant national and international current events.
information retrieval — AI summarizes developments; human retains expertise
Make decisions that balance the perspectives of private citizens, public officials, and party leaders.
data analysis — Operational data analysis; manager owns decisions
Negotiate with colleagues or members of other political parties in order to reconcile differing interests, and to create policies and agreements.
interpersonal — Stakeholder operational coordination is relationship work
Prepare drafts of amendments, government policies, laws, rules, regulations, budgets, programs and procedures.
decision support — AI drafts text; legislative authority is human
Read and review concerns of constituents or the general public and determine if governmental action is necessary.
interpersonal — Complaint resolution needs authority and rapport
Represent their parties in negotiations with political executives or members of other parties, and when speaking with the media.
interpersonal — External representation requires human presence and authority
Review bills in committee, and make recommendations about their future.
decision support — Drafts policy options; political judgment owned by human
Seek federal funding for local projects and programs.
text generation — Draft applications; human owns funding strategy
Serve on commissions, investigative panels, study groups, and committees in order to examine specialized areas and recommend action.
interpersonal — External representation requires human presence and authority
Vote on motions, amendments, and decisions on whether or not to report a bill out from committee to the assembly floor.
interpersonal — Committee service requires presence, negotiation, accountability
Write, prepare, and deliver statements for the Congressional Record.
interpersonal — Public presentation is live human performance
Alert constituents of government actions and programs by way of newsletters, personal appearances at town meetings, phone calls, and individual meetings.
interpersonal — Public presentation is live human performance
Attend receptions, dinners, and conferences to meet people, exchange views and information, and develop working relationships.
interpersonal — Interpersonal business relationships are inherently human
Conduct "head counts" to help predict the outcome of upcoming votes.
data analysis — Compiling data or documentation is largely automatable
Determine campaign strategies for media advertising, positions on issues, and public appearances.
text generation — Plans drafted; human owns positioning and approval
Encourage and support party candidates for political office.
interpersonal — AI can coach content; mentorship relationship is human
Establish personal offices in local districts or states, and manage office staff.
interpersonal — Employee supervision is accountability-bearing human work
Evaluate the structure, efficiency, activities, and performance of government agencies.
data analysis — Program metrics analysis, human owns conclusions
Organize and maintain campaign organizations and fundraisers, in order to raise money for election or re-election.
text generation — Outreach content and scheduling largely automatable
Oversee expense allowances, ensuring that accounts are balanced at the end of each fiscal year.
decision support — Expenditure approval is accountable human act
Promote the industries and products of their electoral districts.
text generation — Promotional materials drafted; human executes outreach
Represent their government at local, national, and international meetings and conferences.
interpersonal — External representation requires human presence and authority
Speak to students to encourage and support the development of future political leaders.
interpersonal — AI can coach content; mentorship relationship is human
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<script src="https://giniloh.com/embed.js" async></script> Community Sentiment
Do you agree with the AI automation risk score calculated for this occupation?
Method
Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.
Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast
See the full method →Related Article
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