He signed with the Los Angeles Dodgers as a minor league free agent in November 2012 and was assigned to the Double-A Chattanooga Lookouts.

Infante signed another minor league deal with the Blue Jays on October 29, 2014, which included an invitation to spring training.

[2] On December 14, 2015, Infante signed a minor league contract with the Philadelphia Phillies with an invitation to spring training.

[3] He made 39 appearances split between the Double–A Reading Fightin Phils and Triple–A Lehigh Valley IronPigs, accumulating a 6–3 record and 5.11 ERA with 65 strikeouts across 61+2⁄3 innings of work.

[4] On March 25, 2017, Infante signed a minor league contract to return to the Chicago White Sox organization.