 In 2004, with the Columbus Clippers, the New York Yankees' Triple-A affiliate, he went 7–4 with a 4.44 ERA.Corey led Triple-A with 28 saves in 2005.He pitched in the Pittsburgh Pirates organization for their Triple-A affiliate, the Indianapolis Indians, in 2007.