 He attended Southwark School before leaving to work as a carpenter.Olivieri married his wife, Anna DeLuca, in 1936.In 1930, he opened a hot dog stall with his older brother Pat Olivieri at the corners of 9th Street, Wharton and Passyunk Avenues.