Harmsworth was born in May 1876 in St John's Wood, London, the son of Alfred Harmsworth (1837-1889), a barrister, and his wife, Geraldine Mary Maffett (1838-1925).
He graduated from Christ Church, Oxford, with a BA and was a director of the Amalgamated Press (founded by his brother, Alfred).