Williams was acquired by the Pirates in a trade for fellow minor league pitcher Richard Mitchell.

The 2013 second-rounder managed to crack Triple-A in 2015 and could be used as depth in both the rotation in bullpen for the Pirates going forward. In return, the Pirates sent away a 20-year-old former international free agent in Mitchell, who recently worked in the Gulf Coast League as a closer.