Takeover Tracker
28%medium risk
Radiologists
vs

66 shared · 35 different

core competencies

21%low risk
Optometrists

Side-by-Side Comparison

MetricRadiologistsOptometrists
Risk Score28.2%21.5%
Risk TierMedium RiskLow Risk
Risk Percentile30th10th
Tasks at Risk (>50%)6 / 151 / 10
Median SalaryN/A$134,830
EmploymentN/A42K

Skill Comparison

|

Sorted by largest difference

Processing Information
Interacting With Computers
Judging the Qualities of Things, Services, or People
Provide Consultation and Advice to Others
Inspecting Equipment, Structures, or Material
Monitor Processes, Materials, or Surroundings
Education and Training
Estimating the Quantifiable Characteristics of Products, Events, or Information
Assisting and Caring for Others
InstructingAI-Resistant
English Language
Public Safety and Security

Protective Factors

Higher values indicate stronger protection against AI displacement

Radiologists

37%

total discount

Optometrists

35%

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.

Optometrists

1 of 10 at risk
53%Analyze test results and develop a treatment plan.
39%Examine eyes, using observation, instruments and pharmaceutical agents, to determine visual acuity and perception, focus and coordination and to diagnose diseases and other abnormalities such as glaucoma or color blindness.
39%Prescribe medications to treat eye diseases if state laws permit.
39%Prescribe therapeutic procedures to correct or conserve vision.
39%Educate and counsel patients on contact lens care, visual hygiene, lighting arrangements and safety factors.

Wage Comparison

RadiologistsOptometrists
10th
N/A$70,060
25th
N/A$103,310
Median
N/A$134,830
75th
N/A$163,710
90th
N/A$203,210

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Radiologists20282035
Optometrists20282035
20242030203520402045

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

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Radiologists

0

Unique to Optometrists

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Social Intelligence
RadiologistsOptometrists