Comment by lighthazard

I believe this is the correct approach and I do a similar thing where I work. A pair programming challenge should be enough to identify a good fit candidate - being able to discuss how they are thinking through a problem, answering questions they have to elaborate on the problem, seeing how they debug, and how they search are very useful!