Scheider's mother was an Irish-American Roman Catholic; his father was a German-American Protestant. Scheider had a daughter from his first marriage, and a son and daughter from his second marriage. He had a form of cancer called multiple myeloma, and died of an staphylococcal infection, aged 75.