WARRIOR features tracks written by Ke$ha, as well as collaborations with producers, writers and musicians including, will.i.am, Max Martin, Benny Blanco, Cirkut, Bonnie McKee, Wayne Coyne, Iggy Pop, Patrick Carney, Ben Folds, Greg Kurstin, Kojak, Ammo, and Billboard.