Matthew Noszka was raised in Pittsburgh, Pennsylvania. Noszka attended Point Park University on a basketball scholarship where he pursued a degree in business. Once the spring term of his junior year ended, Noszka started working odd jobs such as construction for the duration of the summer break. After he successfully built a deck alongside his father, he posted a photo on Instagram. After posting the photo, Matthew was contacted by a representative from the Wilhelmina Models agency based in New York City. The representative, named Luke Simone, asked Noszka to send him photos. Within days, Noszka was booked for a Nike modeling gig.
He also has runway modeling experience. In 2015, he walked the runway for H&M.