Yale just created a new program in which graduate students can get a single degree that counts as a PhD in both philosophy and psychology. The basic idea is that students take courses in both departments and then write a single interdisciplinary dissertation. On completing the degree, students should be in a good position to apply for jobs in either field.
This has the potential to be a pretty amazing opportunity, so be sure to get out the word to interested students