with kids and a family... your life in Qatar is going to cost at 8000 to 10000 ryals a month.. that's if you want to live comfortably and happily...
I would say push and negotiate a little bit more, but don't lose them.. the fixed for 3 years is not uncommon.. but usually you renew!