Tell the candidate a little about the job: While you don't want to dominate the interview time, you should start with a brief summary of the position, including the prime responsibilities, reporting structure, key challenges, and performance criteria. This will help the candidate provide relevant examples and responses.
Don't be afraid to improvise: Plan your questions, but don't feel you must ask only those you've chosen in advance.