I'm thinking I might need to do that
Based on my own experience, I suggest you try a different set of interconnects. The first pair I used resulted in a not inconsequential hum. Then switched to a different pair and the hum was completely gone.
I was told by the cable manufacturer that the particular interconnect was not shielded for turntable use.