I think you can. I had visited UAE on my way to India my profession in RP is Engineer. I heard that your visa in Qatar should be stamped 6months before to avail this facility.

Best way is go to emirates airline office in your place show them the visa and get confirmation from them. Please check the following link for more info.

http://uaeinteract.com/travel/visas.asp