Salary more than 12k is very good for living in Qatar. Rents will get more low as stated in TODAYS edition of PENINSULA QATAR NEWSPAPE.
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It only depends on your living style. As you have married recently then it won't be any problem for you to have a good reasonable life in Qatar.