it seems you are still in India and this is your first time going to stay in Doha.
In Doha, you should not worry much about the distance between your Office location and house, but think about the childresn school. Those facitilies, One day, if your wife has to drop them or pick them.
I prefer you stay near Airport area, Abu Hamour