Is it drum or disc brakes? Sounds like drums are to large in Diameter for the shoes . Or the park brake struts are on wrong. I wouldn't know any other condition that would cause this except something moving when the brakes are applied.
Partially apply the parking brake to tighten the shoes in the drums see if that changes anything.
