Noonan agreed to a minor league contract with the Brewers on Tuesday.
The 2007 first-round pick has struggled during his limited time in the majors, most recently slashing .125/.182/.225 across 44 plate appearances over the past two years. He will serve as organizational infield depth for Milwaukee in 2017.