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Do you agree with the AI automation risk score calculated for this occupation?
AI Automation Index
Task-level automation exposure for Equal Opportunity Representatives and Officers: 18 O*NET tasks scored against their work activities, plus the simulator.
Automation Exposure
18 of 18 tasks scored
Median Salary
BLS OEWS, May 2025 — this exact occupation
Employment Level
417,070 people hold this job — size, not growth
Projected 2025–35
32,700 openings a year · BLS line item
BLS OEWS publishes 54 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.
$48,950 – $111,030
Highest medians
Lowest medians
State figures come from the 13-1041 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.
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.
O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.
18 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.
4 tasks
12 tasks
2 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 →Tasks O*NET added or rewrote for this occupation in its recent updates (05/2025 – 08/2026), with who proposed them. Additions are not in the scored task inventory — they are new work O*NET is still measuring, so they appear here and nowhere in the index. A Revision replaces a task that is scored, which is why only those move the "Rewritten by O*NET" share.
Develop guidelines for nondiscriminatory employment practices, such as affirmative action plans and equal opportunity employment policies.
Replaced: Develop guidelines for nondiscriminatory employment practices.
Train employees on equal opportunity laws, guidelines, or policies, such as discrimination, diversity, harassment, or affirmative action.
Investigate employment practices or alleged violations of laws to document and correct discriminatory factors.
decision support — Judgment on personnel adherence needs human accountability
Prepare reports related to investigations of equal opportunity complaints.
text generation — Research reports drafted; human owns findings
Interview persons involved in equal opportunity complaints to verify case information.
interpersonal — Witness/suspect interviews need human presence
Study equal opportunity complaints to clarify issues.
decision support — Judgment on personnel adherence needs human accountability
Interpret civil rights laws and equal opportunity regulations for individuals or employers.
information retrieval — AI explains policies; human handles live questions
Meet with persons involved in equal opportunity complaints to arbitrate and settle disputes.
interpersonal — Dispute settlement needs live facilitation and authority
Develop guidelines for nondiscriminatory employment practices.
decision support — AI drafts guidelines; authority and context are human
Monitor the implementation and impact of guidelines for nondiscriminatory employment practices.
decision support — Judgment on personnel adherence needs human accountability
Coordinate, monitor, or revise complaint procedures to ensure timely processing and review of complaints.
data analysis — Organizational process monitoring is largely digital and analyzable
Provide information, technical assistance, or training to supervisors, managers, or employees on topics such as employee supervision, hiring, grievance procedures, or staff development.
interpersonal — Managerial training content draftable, facilitation is human
Conduct surveys and evaluate findings to determine if systematic discrimination exists.
decision support — Judgment on personnel adherence needs human accountability
Prepare reports of selection, survey, or other statistics and recommendations for corrective action.
text generation — Research reports drafted; human owns findings
Meet with job search committees or coordinators to explain the role of the equal opportunity coordinator, to provide resources for advertising, or to explain expectations for future contacts.
interpersonal — Business operations coordination is live and relational
Counsel newly hired members of minority or disadvantaged groups, informing them about details of civil rights laws.
interpersonal — HR advice sensitive; accountability and context human
Review company contracts to determine actions required to meet governmental equal opportunity provisions.
decision support — Judgment on personnel adherence needs human accountability
Verify that all job descriptions are submitted for review and approval and that descriptions meet regulatory standards.
text generation — Track and draft regulatory documentation; human verifies
Consult with community representatives to develop technical assistance agreements in accordance with governmental regulations.
interpersonal — Contract negotiation needs mandate and accountability
Participate in the recruitment of employees through job fairs, career days, or advertising plans.
interpersonal — Recruitment coordination aided by AI, human decides
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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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