A moving belt conveyor dough press is provided with a pair of vertically opposing platens, at least one of which is movable toward and away from the other. A continuous belt is arranged to pass between the pair of platens, and to carry on an upper surface thereof, a supply of dough masses to be pressed by the platens. At least one of the platens is formed of a cast metal material, and an electrical resistance heating element is cast in place within the at least one platen.