Frisco RoughRiders
On December 16, 2016, Lipka signed a minor league contract with the Texas Rangers. He split the season between the advanced Single-A Down East Wood Ducks, Double-A Frisco RoughRiders and Triple-A Round Rock Express. On November 6, 2017, Lipka elected free agency.