Hjortshøj is a surname of Danish origin.
People bearing the name Hjortshøj include: Anne Mette Hjortshøj, Danish studio potter Lars Hjortshøj (born 1967), Danish comedian and television and radio host (born 1942), Danish journalist, TV host and producer Majbritt Hjortshøj (born 1976), Danish sports shooter