A water filter assembly with a sensing system coupled to an electrode in a feed water chamber and an electrode in a treated water chamber. A controller receives signals from the feed water and treated water electrodes that are proportional to a water quality parameter in the feed water chamber and the treated water chamber and determines a filter status based on the signals.