Takeover Tracker

27%medium risk
Neurologists
vs

52 shared · 35 different

core competencies

Side-by-Side Comparison

MetricNeurologistsNaturopathic Physicians
Risk Score26.8%27.7%
Risk TierMedium RiskMedium Risk
Risk Percentile25th28th
Tasks at Risk (>50%)5 / 154 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Guiding, Directing, and Motivating Subordinates
Judging the Qualities of Things, Services, or People
Provide Consultation and Advice to Others
Monitor Processes, Materials, or Surroundings
Communicating with Supervisors, Peers, or Subordinates
Estimating the Quantifiable Characteristics of Products, Events, or Information
Training and Teaching Others
Processing Information
Evaluating Information to Determine Compliance with Standards
Documenting/Recording Information
Analyzing Data or Information
Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Neurologists

39%

total discount

Naturopathic Physicians

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.

Naturopathic Physicians

4 of 15 at risk
87%Document patients' histories, including identifying data, chief complaints, illnesses, previous medical or family histories, or psychosocial characteristics.
86%Obtain medical records from previous physicians or other health care providers for the purpose of patient evaluation.
55%Diagnose health conditions based on patients' symptoms and health histories, laboratory and diagnostic radiology test results, or other physiological measurements, such as electrocardiograms and electroencephalographs.
53%Administer, dispense, or prescribe natural medicines such as food or botanical extracts, herbs, dietary supplements, vitamins, nutraceuticals, and amino acids.
49%Perform venipuncture or skin pricking to collect blood samples.

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