I haven't experienced the itching in the shower, but I have experienced it while on the HW cleanse. Maddening.
From what I understand it is the toxins and liver overload, the toxins come out on your skin. Hot baths and hot showers can help release those toxins to your skin.
I think it is a part of cleansing.