Pitbull will also be joining the list of previously announced performers at the Feb. 15 ceremony. Bieber is up for Best Dance Recording for "Where Are U Now" with Diplo and Skrillex, while Pitbull's Dale is up for Best Latin Rock Urban or Alternative Album.
The Biebs and Mr. 305 join previously announced performers Kendrick Lamar, Adele, Little Big Town, the Weeknd and Ariana Grande. The GRAMMY Awards will also feature a tribute to Lionel Richie.
Five years ago, Bieber was nominated for Best New Artist… and lost out to Esperanza Spalding. Click here for our thoughts on his best-selling new album, Purpose.