Born in Guacara, Venezuela, Montero is one of more than 200 players to make the majors from his home country. He signed with the Yankees as a 16-year-old, and was ranked the No. 38 prospect in baseball by Baseball America prior to the 2009 season, No. 4 prior to the 2010 season, and No. 3 prior to the 2011 season.