Huntsville Stars
Welch spent the 2008 season with the Double-A Huntsville Stars. He went 11–4 with a 3.90 ERA in 26 games, all starts. He had one shutout. Welch played all of the 2009 season in Huntsville. He was released by the Brewers during spring training 2010.