Harry Svendsen (2 January 1895 – 20 January 1960) was a Norwegian swimmer. He was born in Strömstad, Sweden, and his club was Oslo Kappsvømmingsklubb. He competed in backstroke at the 1912 Summer Olympics in Stockholm.