Takeover Tracker

30%medium risk
Pathologists
vs

63 shared · 26 different

core competencies

Side-by-Side Comparison

MetricPathologistsMedical Scientists, Except Epidemiologists
Risk Score30.0%30.2%
Risk TierMedium RiskMedium Risk
Risk Percentile39th40th
Tasks at Risk (>50%)7 / 154 / 14
Median SalaryN/A$100,590
EmploymentN/A156K

Skill Comparison

|

Sorted by largest difference

Medicine and Dentistry
Customer and Personal Service
Public Safety and Security
Making Decisions and Solving Problems
Education and Training
Thinking Creatively
Judging the Qualities of Things, Services, or People
Performing Administrative Activities
Personnel and Human Resources
English Language
MathematicsAI-Vulnerable
Psychology

Protective Factors

Higher values indicate stronger protection against AI displacement

Pathologists

37%

total discount

Medical Scientists, Except Epidemiologists

35%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Medical Scientists, Except Epidemiologists

4 of 14 at risk
55%Write applications for research grants.
52%Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.
51%Write and publish articles in scientific journals.
51%Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure.
49%Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.

Wage Comparison

PathologistsMedical Scientists, Except Epidemiologists
10th
N/A$61,860
25th
N/A$77,260
Median
N/A$100,590
75th
N/A$133,870
90th
N/A$168,210

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Pathologists: Not yetMedical Scientists, Except Epidemiologists: Not yet