Daly was born on March 1, 1956 in New York City, New York to James Daly and to Hope Newell. He studied at The Putney School, at Waldorf School, and at Bennington College. Daly was married to Amy Van Nostrand from 1982 until they divorced in 2010. They had two children. His sister is actress Tyne Daly.