It turns out that not much correlates with how good a candidate will be, especially at leadership. Test scores (eg GPA’s) and brainteaser questions are especially worthless for finding out how someone will do at an interview.

In Head-Hunting, Big Data May Not Be Such a Big Deal – NYTimes.com.