To my surprise, we do in fact have salt deposits that (presumably) oil could be stored in:
Salt storage the solution: Adavale Basin - Oil & Gas Today
https://www.aemo.com.au/-/media/File...Facilities.pdf
Chandler Salt Mine
Currently planned to be used for gas and toxic waste, but would also work for oil.

