Takeover Tracker

27%medium risk
Psychiatrists
vs

56 shared · 21 different

core competencies

29%medium risk
School Psychologists

Side-by-Side Comparison

MetricPsychiatristsSchool Psychologists
Risk Score27.3%29.1%
Risk TierMedium RiskMedium Risk
Risk Percentile26th34th
Tasks at Risk (>50%)4 / 136 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Assisting and Caring for Others
Customer and Personal Service
MathematicsAI-Vulnerable
Interacting With Computers
Making Decisions and Solving Problems
Interpreting the Meaning of Information for Others
Education and Training
Therapy and Counseling
Performing for or Working Directly with the Public
Evaluating Information to Determine Compliance with Standards
Organizing, Planning, and Prioritizing Work
Communicating with Persons Outside Organization

Protective Factors

Higher values indicate stronger protection against AI displacement

Psychiatrists

37%

total discount

School Psychologists

35%

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.

School Psychologists

6 of 15 at risk
85%Maintain student records, including special education reports, confidential records, records of services provided, and behavioral data.
78%Refer students and their families to appropriate community agencies for medical, vocational, or social services.
72%Report any pertinent information to the proper authorities in cases of child endangerment, neglect, or abuse.
62%Attend workshops, seminars, or professional meetings to remain informed of new developments in school psychology.
53%Assess an individual child's needs, limitations, and potential, using observation, review of school records, and consultation with parents and school personnel.

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