Takeover Tracker
27%medium risk
Neurologists
vs

52 shared · 40 different

core competencies

30%medium risk
Pharmacists

Side-by-Side Comparison

MetricNeurologistsPharmacists
Risk Score26.8%30.3%
Risk TierMedium RiskMedium Risk
Risk Percentile25th41th
Tasks at Risk (>50%)5 / 153 / 15
Median SalaryN/A$137,480
EmploymentN/A329K

Skill Comparison

|

Sorted by largest difference

Performing Administrative Activities
Making Decisions and Solving Problems
Medicine and Dentistry
Developing Objectives and Strategies
Analyzing Data or Information
Assisting and Caring for Others
Interpreting the Meaning of Information for Others
Documenting/Recording Information
English Language
Therapy and Counseling
Communicating with Supervisors, Peers, or Subordinates
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Neurologists

39%

total discount

Pharmacists

35%

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.

Pharmacists

3 of 15 at risk
87%Maintain records, such as pharmacy files, patient profiles, charge system files, inventories, control records for radioactive nuclei, or registries of poisons, narcotics, or controlled drugs.
85%Order and purchase pharmaceutical supplies, medical supplies, or drugs, maintaining stock and storing and handling it properly.
53%Compound and dispense medications as prescribed by doctors and dentists, by calculating, weighing, measuring, and mixing ingredients, or oversee these activities.
49%Plan, implement, or maintain procedures for mixing, packaging, or labeling pharmaceuticals, according to policy and legal requirements, to ensure quality, security, and proper disposal.
47%Assess the identity, strength, or purity of medications.

Wage Comparison

NeurologistsPharmacists
10th
N/A$86,930
25th
N/A$127,250
Median
N/A$137,480
75th
N/A$158,620
90th
N/A$172,040

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Neurologists20282035
Pharmacists20282035
20242030203520402045

Neurologists has a longer runway before significant displacement, projected 0 years later than Pharmacists.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Neurologists

0

Unique to Pharmacists

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity
Fine Manipulation
Decision Complexity
Social Intelligence
NeurologistsPharmacists