Staten Island Yankees
Melancon was drafted by the New York Yankees in the ninth round of the 2006 MLB draft. Melancon pitched for the Staten Island Yankees of the Class A-Short Season New York–Penn League in 2006. He missed the entire 2007 season after having Tommy John surgery in October 2006.