If your boss or manager or anyone in a position over you at work _EVER_ yells at you, walk out and do not look back.

It will not get better. Quit, on the spot. You might be hurting a bit in the immediate but you will be saving yourself immeasurably in the long run. Never tolerate abuse. You are worth so much more than that.