Takeover Tracker

27%medium risk
Neurologists
vs

40 shared · 46 different

core competencies

25%low risk
Dermatologists

Side-by-Side Comparison

MetricNeurologistsDermatologists
Risk Score26.8%24.9%
Risk TierMedium RiskLow Risk
Risk Percentile25th19th
Tasks at Risk (>50%)5 / 154 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Interpreting the Meaning of Information for Others
Monitor Processes, Materials, or Surroundings
Developing Objectives and Strategies
Analyzing Data or Information
Therapy and Counseling
Thinking Creatively
Judging the Qualities of Things, Services, or People
Chemistry
Computers and Electronics
Establishing and Maintaining Interpersonal Relationships
Communicating with Persons Outside Organization
Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Neurologists

39%

total discount

Dermatologists

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.

Dermatologists

4 of 15 at risk
86%Record patients' health histories.
54%Conduct complete skin examinations.
51%Refer patients to other specialists, as needed.
50%Recommend diagnostic tests based on patients' histories and physical examination findings.
49%Diagnose and treat pigmented lesions such as common acquired nevi, congenital nevi, dysplastic nevi, Spitz nevi, blue nevi, or melanoma.

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Head-to-head task automation timeline
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Neurologists: Not yetDermatologists: Not yet