Sales
First-Line Supervisors of Non-Retail Sales Workers
HIGH
52 / 100 estimated replacement risk
VS
Management & Leadership
Industrial Production Managers
HIGH
50 / 100 estimated replacement risk
MetricFirst-Line Supervisors of Non-Retail Sales WorkersIndustrial Production ManagersAdvantage
AI Exposure6263First-Line Supervisors of Non-Retail Sales Workers
Estimated Replacement RiskHIGH52HIGH50Industrial Production Managers
Human Dependency8173First-Line Supervisors of Non-Retail Sales Workers
Physical Dependency3850Industrial Production Managers
Labour-market Resilience6267Industrial Production Managers
Confidence81.64479.9024First-Line Supervisors of Non-Retail Sales Workers
Task Coverage85.0012%89.4246%Industrial Production Managers
Verdict
Industrial Production 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.