Generally it is best to find the job - then find housing. You can always visit Arlington & nearby environs. But you will want to minimize the time you spend in traffic and the amount you spend on housing. And live near the best schools you can afford- close to your work.

I live in Arlington and love the car free living BTW. But can't imagine living without a car for a family of four.