Hi,
Yes it is possible to get a Qatar Driving licence purely by filling out a form and paying a fee, but it is dependant upon holding a full driving licence issued by an acceptable country.
I'm not sure which countries are classed as acceptable, but from my own experience I know they accept UK licences.
Hope that helps you a little?