My dog has food allergies and itches incessantly. I had to change his diet to a hypoallergenic diet, which consists of only fish, potatoes, peas, and carrots. His itching is much, much better now. He is also on special compounded allergy medicine twice a day.
Definitely take your dog to the vet... there is so much that they can do!