Shouse was 1-1 with a 3.02 ERA in a career-high 73 games last season, his second in Milwaukee.
The Brewers have four players remaining who are arbitration-eligible. They include pitchers Dave Bush, Chris Capuano and Claudio Vargas and shortstop J.J. Hardy.
Carrie Muskat is a reporter for MLB.com. This story was not subject to the approval of Major League Baseball or its clubs.