Barbieri was born in New York City and is of Italian descent. He became interested in acting after seeing his brother, John, act in a school play.[1] He gave up baseball to take acting classes. Afterwards, he got into the Lee Strasberg Acting School and soon auditioned for Little Men.[2] His role in the film resulted in him getting signed to WME.[3] He soon began booking roles for major films.[4][5]