VS
Healthcare
General Internal Medicine Physicians
HIGH
55 / 100 estimated replacement risk
MetricPsychiatristsGeneral Internal Medicine PhysiciansAdvantage
AI Exposure6464Even
Estimated Replacement RiskHIGH54HIGH55Psychiatrists
Human Dependency6052Psychiatrists
Physical Dependency2942General Internal Medicine Physicians
Labour-market Resilience6568General Internal Medicine Physicians
Confidence83.15382.2288Psychiatrists
Task Coverage87.6952%86.3009%Psychiatrists
Verdict
Psychiatrists currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.
