Takeover Tracker
28%medium risk

Medical and Health Services Managers

Plan, direct, or coordinate medical and health services in hospitals, clinics, managed care organizations, public health agencies, or similar organizations.

Higher risk than 29% of occupations
Checking for existing plan...

How AI Impacts Each Task

18 tasks analyzed

Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.

Risk: 48.6%AI: 53.9ObservedTime: 5%

Direct, supervise and evaluate work activities of medical, nursing, technical, clerical, service, maintenance, and other personnel.

Risk: 19.0%AI: 10EstimatedTime: 14%

Direct or conduct recruitment, hiring, and training of personnel.

Risk: 27.0%AI: 30EstimatedTime: 7%

Develop and implement organizational policies and procedures for the facility or medical unit.

Risk: 53.8%AI: 67.1ObservedTime: 7%

Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting.

Risk: 49.0%AI: 55EstimatedTime: 10%

Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.

Risk: 51.0%AI: 60EstimatedTime: 4%

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.

Risk: 51.4%AI: 61ObservedTime: 6%

Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.

Risk: 67.2%AI: 44.88ObservedTime: 5%

Establish work schedules and assignments for staff, according to workload, space and equipment availability.

Risk: 86.0%AI: 92EstimatedTime: 5%

Maintain communication between governing boards, medical staff, and department heads by attending board meetings and coordinating interdepartmental functioning.

Risk: 17.0%AI: 5EstimatedTime: 8%

Establish objectives and evaluative or operational criteria for units they manage.

Risk: 57.6%AI: 76.4ObservedTime: 5%

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.

Risk: 51.0%AI: 60EstimatedTime: 5%

Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.

Risk: 51.0%AI: 60EstimatedTime: 4%

Inspect facilities and recommend building or equipment modifications to ensure emergency readiness and compliance to access, safety, and sanitation regulations.

Risk: 74.0%AI: 62EstimatedTime: 2%

Manage change in integrated health care delivery systems, such as work restructuring, technological innovations, and shifts in the focus of care.

Risk: 21.0%AI: 15EstimatedTime: 3%

Develop or expand and implement medical programs or health services that promote research, rehabilitation, and community health.

Risk: 45.0%AI: 45EstimatedTime: 3%

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.

Risk: 21.0%AI: 15EstimatedTime: 4%

Develop instructional materials and conduct in-service and community-based educational programs.

Risk: 41.1%AI: 65.25ObservedTime: 3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Medical and Health Services Managers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.3pt risk+$7K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.6pt risk+$7K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-4.1pt risk+$8K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Alternate Career Paths

See all transitions

Score History

Risk score over 3 scoring runs

-4.8

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Associate's Degree19%
Bachelor's Degree65%
Master's Degree4%
Doctoral/Professional Degree12%

Prior Experience Needed

Work experience required to enter this job

6 months - 1 year4%
1-2 years23%
2-4 years35%
4-6 years35%
6-8 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None15%
Up to 1 month15%
1-3 months23%
3-6 months23%
6 months - 1 year12%
1-2 years8%
2-4 years4%

Related News

Recent articles about AI affecting this occupation

5 articles

Rushed Medicare AI Pilot for Prior Authorization Caused Care Delays

Newly revealed documents show that automating Medicare approvals led to significant patient care delays. The botched rollout highlights the risks of replacing human medical administrators with untested AI systems.

STAT NewsSep 15

Manipal Hospitals Bets on AI-Led Healthcare in Major Expansion

The healthcare provider is integrating artificial intelligence into its upcoming greenfield infrastructure projects, including a major Mumbai facility. This signals a shift toward tech-augmented medical roles as the chain expands across India.

MoneycontrolSep 13

How I built an AI chief of staff for $25 a day

A non-technical business executive successfully automated high-level administrative tasks using affordable AI tools. The experiment proves that workers without coding experience can now build custom AI assistants to handle complex workflows.

Fast CompanySep 10

Why AI Won't Solve the Emergency Room Staffing Crisis

Despite the hype around medical automation, artificial intelligence cannot resolve the systemic staffing shortages and burnout plaguing emergency departments. Healthcare workers will still bear the brunt of systemic inefficiencies that algorithms are unable to fix.

STAT NewsSep 9

Is that AI Tool your Staff Loves Actually HIPAA-Covered?

A new AMA survey reveals growing friction between healthcare workers adopting unauthorized AI tools and clinic compliance rules. Administrators are struggling to manage shadow IT as staff seek out AI for productivity.

Health IT AnswersSep 2

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis