Creative & Media
Umpires, Referees, and Other Sports Officials
HIGH
56 / 100 estimated replacement risk
VS
Creative & Media
Camera Operators, Television, Video, and Film
MODERATE
46 / 100 estimated replacement risk
MetricUmpires, Referees, and Other Sports OfficialsCamera Operators, Television, Video, and FilmAdvantage
AI Exposure6856Camera Operators, Television, Video, and Film
Estimated Replacement RiskHIGH56MODERATE46Camera Operators, Television, Video, and Film
Human Dependency6079Camera Operators, Television, Video, and Film
Physical Dependency4761Camera Operators, Television, Video, and Film
Labour-market Resilience6065Camera Operators, Television, Video, and Film
Confidence82.510482.4437Umpires, Referees, and Other Sports Officials
Task Coverage86.1405%86.7935%Camera Operators, Television, Video, and Film
Verdict
Camera Operators, Television, Video, and Film currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.