Tirpitz was born in Küstrin (today Kostrzyn in Poland) in the Prussian province of Brandenburg, the son of lawyer and later judge Rudolf Tirpitz (1811-1905).
Tirpitz spoke English fluently and was sufficiently at home in Great Britain that he sent his two daughters to Cheltenham Ladies' College.