Takeover Tracker
vs

42 shared · 48 different

core competencies

Side-by-Side Comparison

MetricPreventive Medicine PhysiciansHealth Specialties Teachers, Postsecondary
Risk Score24.7%31.3%
Risk TierLow RiskMedium Risk
Risk Percentile18th47th
Tasks at Risk (>50%)5 / 157 / 15
Median SalaryN/A$105,620
EmploymentN/A230K

Skill Comparison

|

Sorted by largest difference

Problem Sensitivity
Education and Training
Monitoring and Controlling Resources
Developing and Building Teams
Analyzing Data or Information
Provide Consultation and Advice to Others
Flexibility of Closure
Inductive Reasoning
Administration and Management
Communicating with Persons Outside Organization
Coordinating the Work and Activities of Others
Service OrientationAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Preventive Medicine Physicians

38%

total discount

Health Specialties Teachers, Postsecondary

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Preventive Medicine Physicians

5 of 15 at risk
74%Document or review comprehensive patients' histories with an emphasis on occupation or environmental risks.
55%Design or use surveillance tools, such as screening, lab reports, and vital records, to identify health risks.
55%Prepare preventive health reports including problem descriptions, analyses, alternative solutions, and recommendations.
53%Identify groups at risk for specific preventable diseases or injuries.
51%Evaluate the effectiveness of prescribed risk reduction measures or other interventions.

Health Specialties Teachers, Postsecondary

7 of 15 at risk
87%Maintain student attendance records, grades, and other required records.
72%Compile, administer, and grade examinations, or assign this work to others.
68%Select and obtain materials and supplies, such as textbooks and laboratory equipment.
66%Evaluate and grade students' class work, assignments, and papers.
54%Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.

Wage Comparison

Preventive Medicine PhysiciansHealth Specialties Teachers, Postsecondary
10th
N/A$51,760
25th
N/A$74,400
Median
N/A$105,620
75th
N/A$176,090
90th
N/A$239,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Preventive Medicine Physicians20282035
Health Specialties Teachers, Postsecondary20282035
20242030203520402045

Preventive Medicine Physicians has a longer runway before significant displacement, projected 0 years later than Health Specialties Teachers, Postsecondary.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Preventive

0

Unique to Health

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Preventive Medicine PhysiciansHealth Specialties Teachers, Postsecondary