Takeover Tracker

27%medium risk
Psychiatrists
vs

58 shared · 26 different

core competencies

Side-by-Side Comparison

MetricPsychiatristsFamily and General Practitioners
Risk Score27.3%27.7%
Risk TierMedium RiskMedium Risk
Risk Percentile26th28th
Tasks at Risk (>50%)4 / 136 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Therapy and Counseling
Customer and Personal Service
Developing and Building Teams
Training and Teaching Others
Social PerceptivenessAI-Resistant
MathematicsAI-Vulnerable
Problem Sensitivity
Resolving Conflicts and Negotiating with Others
Performing Administrative Activities
Philosophy and Theology
Sociology and Anthropology

Protective Factors

Higher values indicate stronger protection against AI displacement

Psychiatrists

37%

total discount

Family and General Practitioners

36%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Psychiatrists

4 of 13 at risk
88%Gather and maintain patient information and records, including social or medical history obtained from patients, relatives, or other professionals.
86%Prepare and submit case reports or summaries to government or mental health agencies.
57%Design individualized care plans, using a variety of treatments.
51%Teach, take continuing education classes, attend conferences or seminars, or conduct research and publish findings to increase understanding of mental, emotional, or behavioral states or disorders.
49%Analyze and evaluate patient data or test findings to diagnose nature or extent of mental disorder.

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.

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Head-to-head task automation timeline
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