Based on my limited experience, I would offer the following:
1. Most movie sets are union sites, pay rate for the crew is even across sets.
2. Novice yes, ..female being less likely to be listened to-maybe, just like female crew in airlines.
3. Noted
4. Young cinematographer - how does age...