Considering that heat rises, I’d be pretty surprised if the heating element for an electric kettle was anywhere but beneath the tank. It wouldn’t work very well otherwise, unless you used a much more expensive method of heating it all around., But even then, there would still be heating elements underneath.

A good way to improve efficiency there, would be to insulate the tank to reduce heat dissipation in the first place.