Eskola is an Estonian and Finnish surname. Notable people with the surname include:
Ants Eskola (1908–1989), Estonian actor and singer Chris Eskola (born 1976), American musician Eric Eskola, American journalist Jalmari Eskola (1886–1958), Finnish athlete Olev Eskola (1914–1990), Estonian actor Pentti Eskola (1883–1964), Finnish geologist Seikko Eskola (born 1933), Finnish historian Cole Escola, American actor of Finnish descent