 Melville required Tommy John surgery in 2012.In 2014, Melville pitched for the Northwest Arkansas Naturals of the Class AA Texas League, but struggled with a 2–11 win-loss record, a 5.50 ERA, while allowing 68 walks in innings.After the 2014 season, when he became a free agent.