Takeover Tracker

vs

66 shared · 23 different

core competencies

27%medium risk
Psychiatrists

Side-by-Side Comparison

MetricAllergists and ImmunologistsPsychiatrists
Risk Score24.6%27.3%
Risk TierLow RiskMedium Risk
Risk Percentile18th26th
Tasks at Risk (>50%)4 / 154 / 13
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Therapy and Counseling
Psychology
Performing for or Working Directly with the Public
Social PerceptivenessAI-Resistant
Monitoring and Controlling Resources
Processing Information
Communicating with Persons Outside Organization
Economics and Accounting
Sociology and Anthropology
Personnel and Human Resources
Estimating the Quantifiable Characteristics of Products, Events, or Information
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Allergists and Immunologists

37%

total discount

Psychiatrists

37%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Allergists and Immunologists

4 of 15 at risk
87%Document patients' medical histories.
55%Engage in self-directed learning and continuing education activities.
53%Develop individualized treatment plans for patients, considering patient preferences, clinical data, or the risks and benefits of therapies.
51%Conduct laboratory or clinical research on allergy or immunology topics.
50%Interpret diagnostic test results to make appropriate differential diagnoses.

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.

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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