Can I get a home loan with steady part-time employment.?

Yes you will be able to qualify for a loan, but the other lenders are only going to consider your past yearly income, pre-raise, and will therefore not be able to overcome the same hurdle you faced with FHA. With so much to put towards a down payment I do suggest you avoid FHA when you decide on house.