Management & Leadership
Natural Sciences Managers
HIGH
55 / 100 estimated replacement risk
VS
Management & Leadership
Transportation, Storage, and Distribution Managers
HIGH
51 / 100 estimated replacement risk
MetricNatural Sciences ManagersTransportation, Storage, and Distribution ManagersAdvantage
AI Exposure6753Transportation, Storage, and Distribution Managers
Estimated Replacement RiskHIGH55HIGH51Transportation, Storage, and Distribution Managers
Human Dependency6969Even
Physical Dependency3442Transportation, Storage, and Distribution Managers
Labour-market Resilience6362Natural Sciences Managers
Confidence83.136780.2862Natural Sciences Managers
Task Coverage87.1992%86.1881%Natural Sciences 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.