Sales
First-Line Supervisors of Non-Retail Sales Workers
HIGH
52 / 100 estimated replacement risk
VS
Management & Leadership
Transportation, Storage, and Distribution Managers
HIGH
51 / 100 estimated replacement risk
MetricFirst-Line Supervisors of Non-Retail Sales WorkersTransportation, Storage, and Distribution ManagersAdvantage
AI Exposure6253Transportation, Storage, and Distribution Managers
Estimated Replacement RiskHIGH52HIGH51Transportation, Storage, and Distribution Managers
Human Dependency8169First-Line Supervisors of Non-Retail Sales Workers
Physical Dependency3842Transportation, Storage, and Distribution Managers
Labour-market Resilience6262Even
Confidence81.64480.2862First-Line Supervisors of Non-Retail Sales Workers
Task Coverage85.0012%86.1881%Transportation, Storage, and Distribution 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.
