EX4100 connected to 2 Networks

I have an EX4100 that I have connected to two separate networks. I can see the device on one network but can not see the device on the second network.
I was told by a customer service rep at WD that the device can be connected to two separate networks. Is this correct? If so, why cant I see the device on a second network?