Hand eczema It is also known as hand dermatitis. Share on Pinterest Hand eczema or hand dermatitis may cause the skin to peel on the fingertips. Eczema on the hands may be caused by genetics or by coming into contact with an allergen or an irritant. People who work in certain industries are more likely to be affected.