Community Sentiment
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AI Automation Index
Task-level automation exposure for Social and Community Service Managers: 16 O*NET tasks scored against their work activities, plus the simulator.
Automation Exposure
16 of 16 tasks scored
Median Salary
BLS OEWS, May 2025 — this exact occupation
Employment Level
209,330 people hold this job — size, not growth
Projected 2025–35
18,500 openings a year · BLS line item
BLS OEWS publishes 53 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.
$56,100 – $106,700
Highest medians
Lowest medians
State figures come from the 11-9151 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.
16 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.
4 tasks
9 tasks
3 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 →Establish and oversee administrative procedures to meet objectives set by boards of directors or senior management.
decision support — AI drafts strategies; human owns operational judgment
Direct activities of professional and technical staff members and volunteers.
interpersonal — Employee supervision is accountability-bearing human work
Evaluate the work of staff and volunteers to ensure that programs are of appropriate quality and that resources are used effectively.
data analysis — AI analyzes performance metrics; human judges people context
Participate in the determination of organizational policies regarding such issues as participant eligibility, program requirements, and program benefits.
decision support — AI drafts policies; accountability and context are human
Prepare and maintain records and reports, such as budgets, personnel records, or training manuals.
data analysis — Maintain operational records in structured systems
Provide direct service and support to individuals or clients, such as handling a referral for child advocacy issues, conducting a needs evaluation, or resolving complaints.
interpersonal — Survey design aided; administration needs human respondents
Establish and maintain relationships with other agencies and organizations in community to meet community needs and to ensure that services are not duplicated.
interpersonal — Interpersonal business relationships are inherently human
Recruit, interview, and hire or sign up volunteers and staff.
interpersonal — AI drafts outreach; human builds candidate relationships
Research and analyze member or community needs to determine program directions and goals.
data analysis — Market research analysis; human interprets strategy
Implement and evaluate staff, volunteer, or community training programs.
decision support — Training evaluation needs observation and human judgment
Act as consultants to agency staff and other community programs regarding the interpretation of program-related federal, state, and county regulations and policies.
decision support — Compliance guidance drafted; human verifies and owns
Speak to community groups to explain and interpret agency purposes, programs, and policies.
text generation — Promotional materials drafted; human executes outreach
Analyze proposed legislation, regulations, or rule changes to determine how agency services could be impacted.
information retrieval — Legal change impact analysis; counsel validates
Plan and administer budgets for programs, equipment, and support services.
data analysis — Budget drafting from assumptions; human validates assumptions
Represent organizations in relations with governmental and media institutions.
interpersonal — External representation requires human presence and authority
Direct fundraising activities and the preparation of public relations materials.
decision support — Event planning aided; execution and accountability 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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