Takeover Tracker
vs

65 shared · 29 different

core competencies

Side-by-Side Comparison

MetricPreventive Medicine PhysiciansDietitians and Nutritionists
Risk Score24.7%31.0%
Risk TierLow RiskMedium Risk
Risk Percentile18th44th
Tasks at Risk (>50%)5 / 158 / 15
Median SalaryN/A$73,850
EmploymentN/A77K

Skill Comparison

|

Sorted by largest difference

Medicine and Dentistry
Inductive Reasoning
Analyzing Data or Information
Public Safety and Security
Processing Information
Law and Government
Problem Sensitivity
Making Decisions and Solving Problems
Developing Objectives and Strategies
Administration and Management
Biology
Science

Protective Factors

Higher values indicate stronger protection against AI displacement

Preventive Medicine Physicians

38%

total discount

Dietitians and Nutritionists

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.

Dietitians and Nutritionists

8 of 15 at risk
86%Purchase food in accordance with health and safety codes.
86%Coordinate diet counseling services.
86%Prepare and administer budgets for food, equipment, and supplies.
76%Inspect meals served for conformance to prescribed diets and standards of palatability and appearance.
74%Monitor food service operations to ensure conformance to nutritional, safety, sanitation and quality standards.

Wage Comparison

Preventive Medicine PhysiciansDietitians and Nutritionists
10th
N/A$48,830
25th
N/A$61,260
Median
N/A$73,850
75th
N/A$85,200
90th
N/A$101,760

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Preventive Medicine Physicians20282035
Dietitians and Nutritionists20282035
20242030203520402045

Preventive Medicine Physicians has a longer runway before significant displacement, projected 0 years later than Dietitians and Nutritionists.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Preventive

0

Unique to Dietitians

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Decision Complexity
Social Intelligence
Preventive Medicine PhysiciansDietitians and Nutritionists