It could be dry skin, dish-pan hands (from having your hands in water too much) or a skin condition caused by allergies. You could also be allergic to the soap you use to wash your hands. If it doesn't go away after using lotions and a new soap, see your doctor for a corticosteroid cream for fungus or lichen infection. Hope this helps.
that is normal....mines itch too