Michael Tierney was born in Hollywood and raised on Wonderland Avenue in the Laurel Canyon area of the Hollywood hills. His father was Edward Tierney, an actor and building contractor who built many homes along Wonderland Avenue and who was the youngest brother of actors Lawrence Tierney and Scott Brady.