A former standout at Boston College High School, Grossman won multiple awards on his way to helping his team capture the 2002 MIAA Super Eight Championship. Following BC High, Joe spent two years in the USHL playing for the Waterloo Blackhawks before matriculating to Dartmouth College where he was part of the 2007 Ivy League championship squad.