Will we need a cosigner, or is there a chance to be approved for mortgage?

You probably wont need a cosigner. You have good credit, a down payment and no debt so there is really no reason that I can see for you to bother your parents. Your husband will be fine with his current employment only being 3 months but you will likely be required to provide school transcripts to verify that he just earned his degree.