Takeover Tracker

27%medium risk
Psychiatrists
vs

51 shared · 29 different

core competencies

Side-by-Side Comparison

MetricPsychiatristsSpeech-Language Pathologists
Risk Score27.3%27.6%
Risk TierMedium RiskMedium Risk
Risk Percentile26th28th
Tasks at Risk (>50%)4 / 135 / 15
Median SalaryN/A$95,410
EmploymentN/A179K

Skill Comparison

|

Sorted by largest difference

Medicine and Dentistry
Therapy and Counseling
Biology
Psychology
Assisting and Caring for Others
Resolving Conflicts and Negotiating with Others
Provide Consultation and Advice to Others
Making Decisions and Solving Problems
Getting Information
Establishing and Maintaining Interpersonal Relationships
Social PerceptivenessAI-Resistant
Judging the Qualities of Things, Services, or People

Protective Factors

Higher values indicate stronger protection against AI displacement

Psychiatrists

37%

total discount

Speech-Language Pathologists

34%

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.

Speech-Language Pathologists

5 of 15 at risk
86%Write reports and maintain proper documentation of information, such as client Medicaid or billing records or caseload activities, including the initial evaluation, treatment, progress, and discharge of clients.
85%Complete administrative responsibilities, such as coordinating paperwork, scheduling case management activities, or writing lesson plans.
53%Monitor patients' progress and adjust treatments accordingly.
51%Evaluate hearing or speech and language test results, barium swallow results, or medical or background information to diagnose and plan treatment for speech, language, fluency, voice, or swallowing disorders.
51%Develop individual or group activities or programs in schools to deal with behavior, speech, language, or swallowing problems.

Wage Comparison

PsychiatristsSpeech-Language Pathologists
10th
N/A$60,480
25th
N/A$75,310
Median
N/A$95,410
75th
N/A$112,510
90th
N/A$132,850

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Head-to-head task automation timeline
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Combined protective factor strategy
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