Isoyama (written: 磯山) is a Japanese surname. Notable people with the surname include:

, Japanese aikidoka , Japanese footballer , Japanese gravure idol, television personality, actress and writer

See also Isoyama Station, a railway station in Suzuka, Mie Prefecture, Japan