Takeover Tracker

27%medium risk
Neurologists
vs

61 shared · 29 different

core competencies

30%medium risk
Pathologists

Side-by-Side Comparison

MetricNeurologistsPathologists
Risk Score26.8%30.0%
Risk TierMedium RiskMedium Risk
Risk Percentile25th39th
Tasks at Risk (>50%)5 / 157 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Assisting and Caring for Others
Psychology
Judging the Qualities of Things, Services, or People
Public Safety and Security
Biology
Social PerceptivenessAI-Resistant
Performing for or Working Directly with the Public
Developing Objectives and Strategies
Interpreting the Meaning of Information for Others
Developing and Building Teams
Inspecting Equipment, Structures, or Material
Personnel and Human Resources

Protective Factors

Higher values indicate stronger protection against AI displacement

Neurologists

39%

total discount

Pathologists

37%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Neurologists

5 of 15 at risk
86%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.

Pathologists

7 of 15 at risk
85%Write pathology reports summarizing analyses, results, and conclusions.
73%Manage medical laboratories.
57%Conduct genetic analyses of deoxyribonucleic acid (DNA) or chromosomes to diagnose small biopsies and cell samples.
55%Identify the etiology, pathogenesis, morphological change, and clinical significance of diseases.
53%Review cases by analyzing autopsies, laboratory findings, or case investigation reports.

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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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Neurologists: Not yetPathologists: Not yet