 Musselman graduated from Central Regional High School in Bayville, New Jersey and Harvard University.In 1984, he played collegiate summer baseball in the Cape Cod Baseball League for the Yarmouth-Dennis Red Sox.He was drafted in the sixth round of the 1985 Major League Baseball draft by the Blue Jays.