Maila Nurmi was born Maila Elizabeth Syrjäniemi in 1922 to Onni Syrjäniemi, a Finnish immigrant, and Sophia, an American.
During her childhood, Nurmi relocated with her family from Massachusetts to Ashtabula, Ohio, before setting in Astoria, Oregon, a city on the Oregon Coast with a large Finnish community.