Can my candidate profile URL (i.e. be changed?

Yes.  Candidates can change their profile URL under Profile -> Biographical Information.  URLs can be changed at any time, but we encourage candidates to limit this change if previous URLs were provided to the public.  If a URL you want is already taken by another candidate, you will need to create a different URL.