Muhoberac has worked with acts including The All-American Rejects, Fleetwood Mac, The Rolling Stones, Backstreet Boys, Chris Cornell, Paradise Lost, Bowling For Soup, Eric Prydz and Pet Shop Boys. He has often worked with producer Trevor Horn including for Seal and Rod Stewart. In recent years, he has worked with Jane's Addiction, Avenged Sevenfold, Sum 41, Joe Cocker, Phil Collins, John Mayer, Front Line Assembly, My Chemical Romance, Jon Hassell and John Sykes. He is well known for his unique, atmospheric layering on such projects.
His father was world-renowned pianist, producer, and arranger Larry Muhoberac, who worked with Barbra Streisand, Neil Diamond, Dean Martin, Elvis Presley, Silverchair, Sir John Rowles and numerous others. His brother is Parrish Muhoberac, a prominent multi-instrumentalist musician, producer and performer. His daughter, Nico Muhoberac, is also a musician, singer-songwriter, and solo artist.