As I said before, its a sound of motor attached to the EPS. When you turned of your engine, the electrical motor will shut off and lock the steering. It will produce some kind of buzzing sound and its normal.
I had the exactly same issue with my 6 mth old CX-5. They told me that it was due to some bug in the software. After they updated the software, all back to normal until today.