You must be on a working visa, I presume.

From what I know, irregardless you borne in Qatar and your parents are not locals, you carry your parents' nationality/nationalities.

I haven't heard/know anyone given a Qatari passport unless you're in the QATAR NATIONAL SPORTS TEAM