The rapid growth of computer science in both academia and industry creates a special problem with faculty turnover. This paper examines data from a national study of computer science (CS) departments to describe the circumstances surrounding faculty turnover in computer science, identify the major factors related to faculty departure, and suggests approaches to addressing the situation.