I can not compare the offer with similar positions, but 12,000 QR will not leave you much to save unless you will adopt a "spartan" life style. And even then.
Not sure about taxes, but i think there is a possibility you may have to pay taxes also in UK...
Go for minimum of 15k + 2 tickets + transport of 2k to make is reasonable.
Cheers