Takeover Tracker

27%medium risk
Neurologists
vs

42 shared · 44 different

core competencies

Side-by-Side Comparison

MetricNeurologistsFamily and General Practitioners
Risk Score26.8%27.7%
Risk TierMedium RiskMedium Risk
Risk Percentile25th28th
Tasks at Risk (>50%)5 / 156 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Performing Administrative Activities
Interpreting the Meaning of Information for Others
Guiding, Directing, and Motivating Subordinates
Analyzing Data or Information
Customer and Personal Service
Training and Teaching Others
Coaching and Developing Others
Monitoring and Controlling Resources
Processing Information
Organizing, Planning, and Prioritizing Work
Computers and Electronics
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Neurologists

39%

total discount

Family and General Practitioners

36%

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.

Family and General Practitioners

6 of 15 at risk
75%Prepare government or organizational reports which include birth, death, and disease statistics, workforce evaluations, or medical status of individuals.
65%Collect, record, and maintain patient information, such as medical history, reports, or examination results.
53%Conduct research to study anatomy and develop or test medications, treatments, or procedures to prevent or control disease or injury.
53%Monitor patients' conditions and progress and reevaluate treatments as necessary.
52%Refer patients to medical specialists or other practitioners when necessary.

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Neurologists: Not yetFamily and General Practitioners: Not yet