If you would like to get on at a ME carrier (ie Emirates, Qatar), then the regionals are not a bad way to go. I would just make sure you are on something heavier than the CRJ-200.
If you're on the E170 or the CRJ-900, you'll get looked at much more.
Look for a place close to home, with minimal or no commute.