Hi Ben,
Currently, this isn’t possible, but I agree it’s a great suggestion. It has actually been raised within the feature request: Diary/ Event Planner/ Staff rota (show on batch schedule/calendar), if you don’t mind adding your vote and comments to that request that would be great!