Takeover Tracker
28%medium risk
Radiologists
vs

76 shared · 17 different

core competencies

30%medium risk
Pathologists

Side-by-Side Comparison

MetricRadiologistsPathologists
Risk Score28.2%30.0%
Risk TierMedium RiskMedium Risk
Risk Percentile30th39th
Tasks at Risk (>50%)6 / 157 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Assisting and Caring for Others
Performing for or Working Directly with the Public
Physics
Biology
Operation Monitoring
Judging the Qualities of Things, Services, or People
Controlling Machines and Processes
Administration and Management
Interacting With Computers
Inductive Reasoning
Personnel and Human Resources
Chemistry

Protective Factors

Higher values indicate stronger protection against AI displacement

Radiologists

37%

total discount

Pathologists

37%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Radiologists

6 of 15 at risk
78%Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians.
74%Establish or enforce standards for protection of patients or personnel.
66%Review or transmit images and information using picture archiving or communications systems.
62%Document the performance, interpretation, or outcomes of all procedures performed.
59%Interpret images using computer-aided detection or diagnosis systems.

Pathologists

7 of 15 at risk
85%Write pathology reports summarizing analyses, results, and conclusions.
73%Manage medical laboratories.
57%Conduct genetic analyses of deoxyribonucleic acid (DNA) or chromosomes to diagnose small biopsies and cell samples.
55%Identify the etiology, pathogenesis, morphological change, and clinical significance of diseases.
53%Review cases by analyzing autopsies, laboratory findings, or case investigation reports.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Radiologists20282035
Pathologists20282035
20242030203520402045

Radiologists has a longer runway before significant displacement, projected 0 years later than Pathologists.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Radiologists

0

Unique to Pathologists

Combined Protection Strategy

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

Social Intelligence
Decision Complexity
Regulatory Barriers
Fine Manipulation
RadiologistsPathologists