Avelumab injection is used to treat a kind of skin cancer called Merkel cell carcinoma (MCC) that has spread. Avelumab injection is also used to treat urothelial carcinoma (a type of urinary tract cancer), that has spread throughout the body (metastatic) or cannot be removed by surgery (locally advanced).