Takeover Tracker

30%medium risk
Pathologists
vs

21 shared · 60 different

core competencies

39%medium risk
Cytotechnologists

Side-by-Side Comparison

MetricPathologistsCytotechnologists
Risk Score30.0%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile39th78th
Tasks at Risk (>50%)7 / 157 / 14
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Medicine and Dentistry
Provide Consultation and Advice to Others
English Language
Inductive Reasoning
Interpreting the Meaning of Information for Others
Biology
Customer and Personal Service
Education and Training
Thinking Creatively
Personnel and Human Resources
Public Safety and Security
Computers and Electronics

Protective Factors

Higher values indicate stronger protection against AI displacement

Pathologists

37%

total discount

Cytotechnologists

28%

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.

Cytotechnologists

7 of 14 at risk
87%Document specimens by verifying patients' and specimens' information.
87%Perform karyotyping or organizing of chromosomes according to standardized ideograms.
85%Provide patient clinical data or microscopic findings to assist pathologists in the preparation of pathology reports.
84%Submit slides with abnormal cell structures to pathologists for further examination.
69%Maintain effective laboratory operations by adhering to standards of specimen collection, preparation, or laboratory safety.

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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 yetCytotechnologists: Not yet