Takeover Tracker

28%medium risk
Radiologists
vs

79 shared · 14 different

core competencies

Side-by-Side Comparison

MetricRadiologistsNuclear Medicine Physicians
Risk Score28.2%28.6%
Risk TierMedium RiskMedium Risk
Risk Percentile30th32th
Tasks at Risk (>50%)6 / 154 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Assisting and Caring for Others
Performing for or Working Directly with the Public
Processing Information
Establishing and Maintaining Interpersonal Relationships
Controlling Machines and Processes
Provide Consultation and Advice to Others
Documenting/Recording Information
Getting Information
Making Decisions and Solving Problems
Identifying Objects, Actions, and Events
Arm-Hand Steadiness
Operation Monitoring

Protective Factors

Higher values indicate stronger protection against AI displacement

Radiologists

37%

total discount

Nuclear Medicine Physicians

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.

Nuclear Medicine Physicians

4 of 15 at risk
77%Monitor quality control of radionuclide preparation, administration, or disposition ensuring that activities comply with applicable regulations and standards.
73%Monitor handling of radioactive materials to ensure that established procedures are followed.
51%Compare nuclear medicine procedures with other types of procedures such as computed tomography, ultrasonography, nuclear magnetic resonance imaging, and angiography.
50%Prepare comprehensive interpretive reports of findings.
49%Interpret imaging data and confer with other medical specialists to formulate diagnoses.

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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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