"Scream" was produced by Grammy Award winner and Rock and Roll Hall of Famer Ozzy Osbourne in collaboration with Kevin Churko. Most of the songs were recorded at Osbourne's home studio in Los Angeles, "The Bunker." Alongside bassist Rob "Blasko" Nicholson and drummer Tommy Clufetos, the band lineup features Ozzy's new guitarist, Gus G., for the first time.