TR, short answer -yes.
Seen it take from within the same day to a day later.
Multiple Exit Permits are also available.
The Qatari government has declared the practise of exit permits archaic and has indicated that it will make it redundant. When this will come into effect I do not know.
It is not an obstacle, other than having to simply sign a form.