VS
MetricGeneral and Operations ManagersTransportation, Storage, and Distribution ManagersAdvantage
AI Exposure6153Transportation, Storage, and Distribution Managers
Replacement Risk5251Transportation, Storage, and Distribution Managers
Human Dependency7569General and Operations Managers
Physical Dependency3742Transportation, Storage, and Distribution Managers
Labour-market Resilience6462General and Operations Managers
Confidence82.721680.2862General and Operations Managers
Task Coverage87.807586.1881General and Operations Managers
Verdict
Transportation, Storage, and Distribution Managers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.
