 "Baseball America" ranked Melville as the best high school player available in the 2008 Major League Baseball draft.Because of the commitment to UNC, Melville fell out of the first round in the draft.The Kansas City Royals selected him in the fourth round, with the 115th overall selection, and signed him to a contract with a $1.25 million signing bonus.