The main issue will be that he has to be employed to get the mortgage and you would have to qualify on his income.
However, of course this is just my opinion
, I think trying to buy a house right off the bat in another location (especially one so far away) is not a great idea. Unless you are already 100 percent familiar with schools and neighborhoods etc, it is pretty risky to invest in a home when you are so unfamiliar with the area. Then there is the stress and hassle of moving AND buying paperwork with children etc.
Personally, I would plan on renting for a year (or even 6 months) while you get settled into the area and have time to explore neighborhoods and look at homes without the pressure.
The economy is still in a state of flux so anything can happen with the housing market and job opportunities in the next year or 2.
My plan is to start weeding out and selling on EBAY to get ready.