You need to get a no objection letter from your sponsor and can then apply in person at the Traffic Department. Many nationalities only need to take an eye test while others must pass a road test. Another option (and possibly easier)is an International Drivers License. The only problem is you can't get one in Qatar. I had to send away for mine.