Goop.
http://www.goophandcleaner.com/
The original hand cleaner cream is awesome. Non-caustic, non-toxic, and thick enough so it won't run. And as far as I can recall, it will not damage plastic in any way, even if you use quite a bit of elbow grease. I've always used it around the house...