Umpires, referees, and other sports officials

AI & Automation Risk

The occupation is a hybrid of physical presence and objective data processing. While computer vision and AI can already automate 'calls' (like strike zones or out-of-bounds) with higher accuracy than humans, the role still requires physical presence to manage player conduct, ensure safety, and handle real-time interpersonal disputes on the field.

Education & Requirements