Takeover Tracker

25%low risk
Ophthalmologists
vs

74 shared · 18 different

core competencies

28%medium risk
Radiologists

Side-by-Side Comparison

MetricOphthalmologistsRadiologists
Risk Score24.5%28.2%
Risk TierLow RiskMedium Risk
Risk Percentile18th30th
Tasks at Risk (>50%)5 / 156 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Arm-Hand Steadiness
Interacting With Computers
Public Safety and Security
Computers and Electronics
Finger Dexterity
Therapy and Counseling
Operation Monitoring
Analyzing Data or Information
Establishing and Maintaining Interpersonal Relationships
Inspecting Equipment, Structures, or Material
CoordinationAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Ophthalmologists

39%

total discount

Radiologists

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.

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.

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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 yetRadiologists: Not yet