The nominees for Producer of the Year (Non-Classical) may or may not be familiar, but they were vital to the creation of some very influential music. We're hoping the following makes your job of voting a bit easier. Because if you don't know, you don't know.

Jack Antonoff

Being Funny in a Foreign Language, by The 1975, 2022
Did you know that there's a tunnel under Ocean Blvd, by Lana Del Rey, 2023
Midnights, by Taylor Swift, 2022

Dernst "D'Mile" Emile II

JAGUAR II, by Victoria Monét, 2023

Hit-Boy

“Bus Stop,” by Don Toliver f/Brent Faiyaz, from Love Sick, 2023
“Just Face It,” by Dreamville with Blxst, from Creed III: The Soundtrack, 2023
King's Disease III, 2022, Magic 2 and Magic 3, both 2023, by Nas
Slipping Into Darkness, by Hit-Boy & The Alchemist, 2023
SURF OR DROWN and SURF OR DROWN, Vol. 2, by Hit-Boy, both 2023
Victims & Villains, by Musiq Soulchild & Hit-Boy, 2023

Metro Boomin

“Am I Dreaming,” by Metro Boomin f/Roisee & A$AP Rocky, from METRO BOOMIN PRESENTS SPIDER-MAN: ACROSS THE SPIDER-VERSE (SOUNDTRACK FROM AND INSPIRED BY THE MOTION PICTURE), 2023
“Calling,” by Metro Boomin f/NAV, A Boogie Wit da Hoodie & Swae Lee, from METRO BOOMIN PRESENTS SPIDER-MAN: ACROSS THE SPIDER-VERSE (SOUNDTRACK FROM AND INSPIRED BY THE MOTION PICTURE), 2023
“Creepin’," by Metro Boomin f/21 Savage & The Weeknd, from Heroes & Villains, 2023
“More M’s," by Drake & 21 Savage, from Her Loss, 2022
“Oh U Went,” by Young Thug f/Drake, from Business Is Business, 2023
“Superhero (Heroes & Villains),” by Metro Boomin, Future & Chris Brown, from Heroes & Villains, 2023
“Til Further Notice,” by Travis Scott f/James Blake & 21 Savage, from UTOPIA, 2023
“Trance,” by Metro Boomin f/Travis Scott & Young Thug, from Heroes & Villains, 2023
“War Bout It,” by Lil Durk f/21 Savage, from Almost Healed, 2023

Daniel Nigro

“Casual,” “Kaleidoscope,” “Red Wine Supernova” and “HOT TO GO!,” by Chappell Roan, from The Rise and Fall of a Midwest Princess, 2023
“Divide,” by Dermot Kennedy, from Sonder, 2022
GUTS, by Olivia Rodrigo, 2023
“Welcome to My Island,” by Caroline Polachek, from Desire, I Want to Turn Into You, 2023