Takeover Tracker
vs

72 shared · 9 different

core competencies

Side-by-Side Comparison

MetricPediatricians, GeneralFamily and General Practitioners
Risk Score31.2%27.7%
Risk TierMedium RiskMedium Risk
Risk Percentile46th28th
Tasks at Risk (>50%)7 / 156 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Monitor Processes, Materials, or Surroundings
Psychology
English Language
Evaluating Information to Determine Compliance with Standards
Provide Consultation and Advice to Others
Computers and Electronics
Customer and Personal Service
Estimating the Quantifiable Characteristics of Products, Events, or Information
Problem Sensitivity

Protective Factors

Higher values indicate stronger protection against AI displacement

Pediatricians, General

36%

total discount

Family and General Practitioners

36%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Pediatricians, General

7 of 15 at risk
65%Collect, record, and maintain patient information, such as medical history, reports, or examination results.
54%Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis.
53%Monitor patients' conditions and progress and reevaluate treatments as necessary.
52%Plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents.
52%Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.

Family and General Practitioners

6 of 15 at risk
75%Prepare government or organizational reports which include birth, death, and disease statistics, workforce evaluations, or medical status of individuals.
65%Collect, record, and maintain patient information, such as medical history, reports, or examination results.
53%Conduct research to study anatomy and develop or test medications, treatments, or procedures to prevent or control disease or injury.
53%Monitor patients' conditions and progress and reevaluate treatments as necessary.
52%Refer patients to medical specialists or other practitioners when necessary.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pediatricians, General20282035
Family and General Practitioners20282035
20242030203520402045

Family and General Practitioners has a longer runway before significant displacement, projected 0 years later than Pediatricians, General.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pediatricians,

0

Unique to Family

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Decision Complexity
Pediatricians, GeneralFamily and General Practitioners