 Marcum initially attended the University of Missouri, but transferred to Missouri State University, playing on the 2003 College World Series team as a pitcher and shortstop.In 2002, he played collegiate summer baseball with the Harwich Mariners of the Cape Cod Baseball League.Marcum was drafted by the Blue Jays in the third round, 80th overall, of the 2003 Major League Baseball Draft.