Community Sentiment
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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 Medical and Health Services Managers: 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
597,080 people hold this job — size, not growth
Projected 2025–35
62,300 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.
$82,580 – $164,120
Highest medians
Lowest medians
State figures come from the 11-9111 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.
5 tasks
13 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 →Direct, supervise and evaluate work activities of medical, nursing, technical, clerical, service, maintenance, and other personnel.
decision support — Performance review aided; accountability and context human
Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.
data analysis — Maintain operational records in structured systems
Plan, implement, and administer programs and services in a health care or medical facility, including personnel administration, training, and coordination of medical, nursing and physical plant staff.
interpersonal — Program design aided, delivery and engagement are human
Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.
data analysis — Budget drafting from assumptions; human validates assumptions
Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.
information retrieval — AI summarizes developments; human retains expertise
Establish work schedules and assignments for staff, according to workload, space, and equipment availability.
decision support — Generate schedules from constraints; human resolves conflicts
Monitor the use of diagnostic services, inpatient beds, facilities, and staff to ensure effective use of resources and assess the need for additional staff, equipment, and services.
data analysis — AI analyzes performance metrics; human judges people context
Direct or conduct recruitment, hiring, and training of personnel.
interpersonal — AI drafts outreach; human builds candidate relationships
Manage change in integrated health care delivery systems, such as work restructuring, technological innovations, and shifts in the focus of care.
decision support — AI plans projects; human owns execution and stakeholders
Maintain communication between governing boards, medical staff, and department heads by attending board meetings and coordinating interdepartmental functioning.
interpersonal — Cross-department liaison is relational brokering
Establish objectives and evaluative or operational criteria for units managed.
text generation — AI drafts evaluation procedures; human adapts to org
Develop and implement organizational policies and procedures for the facility or medical unit.
decision support — AI drafts strategies; human owns operational judgment
Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.
decision support — Risk analysis aids; accountability-bearing judgment human
Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.
text generation — Status/progress reports from tracked data
Develop or expand and implement medical programs or health services that promote research, rehabilitation, and community health.
interpersonal — Policy implementation requires organizational authority and change management
Consult with medical, business, and community groups to discuss service problems, respond to community needs, enhance public relations, coordinate activities and plans, and promote health programs.
interpersonal — Stakeholder operational coordination is relationship work
Develop instructional materials and conduct in-service and community-based educational programs.
interpersonal — Program design aided, delivery and engagement are human
Inspect facilities and recommend building or equipment modifications to ensure emergency readiness and compliance to access, safety, and sanitation regulations.
decision support — Compliance guidance drafted; human verifies and owns
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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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