What shampoo are you using, is it moisturising? Dry drinking lots of water and massaging the scalp, you could also use a bit of coconut oil before massaging.
It might be Eczema or Psoriasis. I would make an appointment with your dermotologist and see what they recommend. He/she might give you a topical ointment or special shampoo to use.