Do you want to be able to commute home. That would seem to be the biggest difference between the two.
I suppose there are tax considerations as the Middle East pilots tend to not pay any tax.
As well, in the ME you tend to fly mostly with expats if that makes any difference for better or worse.
Qatar seems to have a reputation for firing people for minor offences.