Yes, power cables absolutely interfere with ethernet signals. You do not want to run your power and data within about 1 foot of each other. It is especially a bad idea to run them together through the same conduit. This will increase the risk for interference greatly. Keep high voltage and low voltage data cables away from each other at all costs.