If you don't have a option of negotiating and you're looking to relocate, then I would suggest you take the live-in and transportation offered by the company.

QAR 5000 will get you a 2 bedroom apartment, but it may not be very big.

I'm not sure on the salaries of your wife's trade, sorry!