Takeover Tracker
28%medium risk
Radiologists
vs

71 shared · 20 different

core competencies

Side-by-Side Comparison

MetricRadiologistsSports Medicine Physicians
Risk Score28.2%23.7%
Risk TierMedium RiskLow Risk
Risk Percentile30th16th
Tasks at Risk (>50%)6 / 153 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Physics
Computers and Electronics
Interpreting the Meaning of Information for Others
Performing General Physical Activities
Processing Information
Evaluating Information to Determine Compliance with Standards
Controlling Machines and Processes
Interacting With Computers
Analyzing Data or Information
Organizing, Planning, and Prioritizing Work
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Radiologists

37%

total discount

Sports Medicine Physicians

40%

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.

Sports Medicine Physicians

3 of 15 at risk
87%Record athletes' medical care information and maintain medical records.
57%Order and interpret the results of laboratory tests and diagnostic imaging procedures.
51%Refer athletes for specialized consultation, physical therapy, or diagnostic testing.
43%Prescribe medications for the treatment of athletic-related injuries.
41%Examine and evaluate athletes prior to participation in sports activities to determine level of physical fitness or predisposition to injuries.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Radiologists20282035
Sports Medicine Physicians20282035
20242030203520402045

Sports Medicine Physicians 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 Sports

Combined Protection Strategy

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

Fine Manipulation
Creativity
Social Intelligence
Regulatory Barriers
RadiologistsSports Medicine Physicians