Yep, dish soap first, let dry, then wax & grease remover. If you can, prime it with the filler/ primer available at any auto parts store, its fairly easy to get a nice smooth finish. Just remember to use a sanding block or sanding sponge(block of stiff foam) with 600 grit wrapped around it, and wet sand it until low spots are apparent... dry, paint with filler/primer, and repeat until no low spots appear. Then wipe with wax and grease remover, tack cloth, and paint.
Charlie