Properly Using a Large Cast

I'm working on a story that has TONS of characters, and I'm not quite sure how to fit them all in properly without shoe horning them in certain scenes.

How do you utilize a large group of characters and manage to give them enough screen time to build an emotional connection to the audience without completely over shadowing the other characters?

EDIT: The screenplay is for a feature film