Depilatory creams are generally safe when used correctly. However, it is easy to mess up and cause injury if you are not careful when using them. ... If left on the skin for longer than the recommended time, depilatory creams can cause rashes, skin peeling, stinging, pain, blisters, and even chemical burns.