its really depends on the long of each stay, for the long stays only the GCC residents can drive in Qatar with their countries driving licenses.

you can issue a Qatari license within few minute if you are carrying your Omani original license, however in some cases they may request to withdraw your Omani license, just don't accept and check with the in-charge officer.