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AI Automation Index
Task-level automation exposure for Compliance Managers: 29 O*NET tasks scored against their work activities, plus the simulator.
Automation Exposure
29 of 29 tasks scored
Median Salary
BLS OEWS, May 2025 — this exact occupation
Employment Level
622,190 people hold this job — size, not growth
Projected 2025–35
100,900 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.
$79,900 – $182,950
Highest medians
Lowest medians
State figures come from the 11-9199 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.
29 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.
12 tasks
17 tasks
0 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 →Report violations of compliance or regulatory standards to duly authorized enforcement agencies as appropriate or required.
text generation — Drafting agency communications aided; relationships human
Identify compliance issues that require follow-up or investigation.
decision support — AI maps regulations to gaps; human verifies site
Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.
text generation — AI drafts policy communications; human approves
File appropriate compliance reports with regulatory agencies.
text generation — Maintain compliance docs; human verifies currency
Maintain documentation of compliance activities, such as complaints received or investigation outcomes.
text generation — Maintain compliance docs; human verifies currency
Consult with corporate attorneys as necessary to address difficult legal compliance issues.
interpersonal — Coordinating work through live human interaction
Conduct or direct the internal investigation of compliance issues.
decision support — AI assesses compliance against written standards
Provide employee training on compliance related topics, policies, or procedures.
interpersonal — Program design aided, delivery and engagement are human
Serve as a confidential point of contact for employees to communicate with management, seek clarification on issues or dilemmas, or report irregularities.
interpersonal — Cross-department liaison is relational brokering
Verify that all regulatory policies and procedures have been documented, implemented, and communicated.
data analysis — Cross-checking records against criteria, human spot-checks
Disseminate written policies and procedures related to compliance activities.
text generation — AI drafts policy communications; human approves
Prepare management reports regarding compliance operations and progress.
text generation — Draft compliance reports; human verifies facts
Conduct periodic internal reviews or audits to ensure that compliance procedures are followed.
decision support — Audit fieldwork and attestation remain human-owned
Keep informed regarding pending industry changes, trends, or best practices.
information retrieval — AI monitors developments; human judges significance
Monitor compliance systems to ensure their effectiveness.
decision support — AI tracks regulatory compliance across documents
Direct the development or implementation of policies and procedures related to compliance throughout an organization.
decision support — AI drafts strategies; human owns operational judgment
Advise internal management or business partners on the implementation or operation of compliance programs.
decision support — Drafts advice; accountability and context owned by human
Design or implement improvements in communication, monitoring, or enforcement of compliance standards.
decision support — AI drafts strategies; human owns operational judgment
Provide assistance to internal or external auditors in compliance reviews.
interpersonal — Research collaboration is iterative human teamwork
Collaborate with human resources departments to ensure the implementation of consistent disciplinary action strategies in cases of compliance standard violations.
interpersonal — Coordinating work through live human interaction
Develop risk management strategies based on assessment of product, compliance, or operational risks.
text generation — Response plans drafted; compliance review human
Advise technical professionals on the development or use of environmental compliance or reporting tools.
decision support — Compliance guidance drafted; human verifies and owns
Conduct environmental audits to ensure adherence to environmental standards.
decision support — Audit needs site inspection and evidence gathering
Evaluate testing procedures to meet the specifications of environmental monitoring programs.
decision support — Checks program against standards; human verifies compliance
Review or modify policies or operating guidelines to comply with changes to environmental standards or regulations.
decision support — Checks program against standards; human verifies compliance
Review communications such as securities sales advertising to ensure there are no violations of standards or regulations.
text generation — Marketing compliance review against rules, human signs off
Oversee internal reporting systems, such as corporate compliance hotlines.
data analysis — Procedure conformance monitoring is largely document and data based
Verify that software technology is in place to adequately provide oversight and monitoring in all required areas.
decision support — Systems design aided; integration and accountability human
Direct environmental programs, such as air or water compliance, aboveground or underground storage tanks, spill prevention or control, hazardous waste or materials management, solid waste recycling, medical waste management, indoor air quality, integrated pest management, employee training, or disaster preparedness.
decision support — Sustainability projects need stakeholder judgment and authority
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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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