Yes, skin cancer can be itchy. For example, basal cell skin cancer can appear as a crusty sore that itches. The deadliest form of skin cancer — melanoma — can take the form of itchy moles. See your doctor for any itchy, crusty, scabbed, or bleeding sore that's not healing.