Recent improvements to Arkouda (https://github.com/Bears-R-Us/arkouda; a numpy-like Python library for working with distributed arrays and dataframes in an HPC context) have allowed it to serve as a new backend for XArray. This talk will give a brief introduction into what makes Arkouda unique, and then cover how and why one might use it as a backend for their XArray workflows.