Takeover Tracker

25%low risk
Ophthalmologists
vs

71 shared · 23 different

core competencies

30%medium risk
Pathologists

Side-by-Side Comparison

MetricOphthalmologistsPathologists
Risk Score24.5%30.0%
Risk TierLow RiskMedium Risk
Risk Percentile18th39th
Tasks at Risk (>50%)5 / 157 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Assisting and Caring for Others
Performing for or Working Directly with the Public
Computers and Electronics
Public Safety and Security
Biology
Control Precision
Arm-Hand Steadiness
Near Vision
Clerical
Chemistry
Service OrientationAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Ophthalmologists

39%

total discount

Pathologists

37%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Ophthalmologists

5 of 15 at risk
86%Document or evaluate patients' medical histories.
80%Refer patients for more specialized treatments when conditions exceed the experience, expertise, or scope of practice of practitioner.
74%Prescribe or administer topical or systemic medications to treat ophthalmic conditions and to manage pain.
53%Perform, order, or interpret the results of diagnostic or clinical tests.
51%Develop treatment plans based on patients' histories and goals, the nature and severity of disorders, and treatment risks and benefits.

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.

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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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Ophthalmologists: Not yetPathologists: Not yet