It sounds like an allergy ..have you a rash what is it like, it it raised itchy bumps .? Have you changed the shower gel you use,or shampoo,any new creams or lotions , it could also be a food allergy,you would need to speak to the doctor about it.Hydrocortisone creams may help with the itch also a cold/cool wet cloth on the itching area ..good luck