Takeover Tracker

27%medium risk
Neurologists
vs

44 shared · 43 different

core competencies

Side-by-Side Comparison

MetricNeurologistsPediatricians, General
Risk Score26.8%31.2%
Risk TierMedium RiskMedium Risk
Risk Percentile25th46th
Tasks at Risk (>50%)5 / 157 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Monitor Processes, Materials, or Surroundings
Provide Consultation and Advice to Others
Performing Administrative Activities
Processing Information
Training and Teaching Others
Developing Objectives and Strategies
Communicating with Supervisors, Peers, or Subordinates
Scheduling Work and Activities
Evaluating Information to Determine Compliance with Standards
Judging the Qualities of Things, Services, or People
Analyzing Data or Information
Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Neurologists

39%

total discount

Pediatricians, General

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.

Pediatricians, General

7 of 15 at risk
65%Collect, record, and maintain patient information, such as medical history, reports, or examination results.
54%Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis.
53%Monitor patients' conditions and progress and reevaluate treatments as necessary.
52%Plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents.
52%Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.

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