Takeover Tracker
vs

64 shared · 27 different

core competencies

Side-by-Side Comparison

MetricPreventive Medicine PhysiciansNeuropsychologists and Clinical Neuropsychologists
Risk Score24.7%27.5%
Risk TierLow RiskMedium Risk
Risk Percentile18th27th
Tasks at Risk (>50%)5 / 153 / 15
Median SalaryN/A$117,580
EmploymentN/A18K

Skill Comparison

|

Sorted by largest difference

Therapy and Counseling
Psychology
Medicine and Dentistry
Public Safety and Security
Biology
Law and Government
Developing Objectives and Strategies
Developing and Building Teams
Selling or Influencing Others
Assisting and Caring for Others
Administration and Management
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Preventive Medicine Physicians

38%

total discount

Neuropsychologists and Clinical Neuropsychologists

37%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Preventive Medicine Physicians

5 of 15 at risk
74%Document or review comprehensive patients' histories with an emphasis on occupation or environmental risks.
55%Design or use surveillance tools, such as screening, lab reports, and vital records, to identify health risks.
55%Prepare preventive health reports including problem descriptions, analyses, alternative solutions, and recommendations.
53%Identify groups at risk for specific preventable diseases or injuries.
51%Evaluate the effectiveness of prescribed risk reduction measures or other interventions.

Neuropsychologists and Clinical Neuropsychologists

3 of 15 at risk
55%Write or prepare detailed clinical neuropsychological reports, using data from psychological or neuropsychological tests, self-report measures, rating scales, direct observations, or interviews.
53%Diagnose and treat pediatric populations for conditions such as learning disabilities with developmental or organic bases.
51%Compare patients' progress before and after pharmacologic, surgical, or behavioral interventions.
49%Establish neurobehavioral baseline measures for monitoring progressive cerebral disease or recovery.
47%Distinguish between psychogenic and neurogenic syndromes, two or more suspected etiologies of cerebral dysfunction, or between disorders involving complex seizures.

Wage Comparison

Preventive Medicine PhysiciansNeuropsychologists and Clinical Neuropsychologists
10th
N/A$51,410
25th
N/A$73,820
Median
N/A$117,580
75th
N/A$145,200
90th
N/A$163,570

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Preventive Medicine Physicians20282035
Neuropsychologists and Clinical Neuropsychologists20282035
20242030203520402045

Preventive Medicine Physicians has a longer runway before significant displacement, projected 0 years later than Neuropsychologists and Clinical Neuropsychologists.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Preventive

0

Unique to Neuropsychologists

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Creativity
Decision Complexity
Preventive Medicine PhysiciansNeuropsychologists and Clinical Neuropsychologists