Side-by-Side Comparison
Neurologists leads 3–1| Metric | Neurologists | Psychiatrists |
|---|---|---|
| Risk Score | 26.8% | 27.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 25th | 26th |
| Tasks at Risk (>50%) | 5 / 15 | 4 / 13 |
| Median Salary | N/A | N/A |
| Employment | N/A | N/A |
Skill Comparison
|
Sorted by largest difference
Therapy and Counseling
Processing Information
Interpreting the Meaning of Information for Others
Estimating the Quantifiable Characteristics of Products, Events, or Information
Monitor Processes, Materials, or Surroundings
Monitoring and Controlling Resources
Documenting/Recording Information
Psychology
Communicating with Persons Outside Organization
Analyzing Data or Information
MathematicsAI-Vulnerable
Scheduling Work and Activities
Protective Factors
Higher values indicate stronger protection against AI displacement
Neurologists
39%
total discount
Psychiatrists
37%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Neurologists
5 of 15 at risk86%Prepare, maintain, or review records that include patients' histories, neurological examination findings, treatment plans, or outcomes.
59%Develop treatment plans based on diagnoses and on evaluation of factors such as age and general health, or procedural risks and costs.
59%Interpret the results of neuroimaging studies such as Magnetic Resonance Imaging (MRI), Single Photon Emission Computed Tomography (SPECT), and Positron Emission Tomography (PET) scans.
53%Order or interpret results of laboratory analyses of patients' blood or cerebrospinal fluid.
51%Diagnose neurological conditions based on interpretation of examination findings, histories, or test results.
Psychiatrists
4 of 13 at risk88%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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Displacement Timeline Comparison
Neurologists2028–2035
Psychiatrists2028–2035
20242030203520402045
Neurologists has a longer runway before significant displacement, projected 0 years later than Psychiatrists.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Neurologists
0
Unique to Psychiatrists
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Social Intelligence
Creativity
Decision Complexity
NeurologistsPsychiatrists