Simmons was born in Detroit, Michigan. He was raised in Columbus, Ohio and in Missoula, Montana. Simmons studied at the University of Montana originally to be a composer. He married Michelle Schumacher in 1996. They have three children. He won a Golden Globe Award and an Academy Award for his role in "Whiplash".