Bryce grew up just outside St. Louis, developing through the St. Louis academy system before continuing his career at the collegiate level with the University of Dayton and Maryville University. He also spent time competing in USL League Two with the Lubbock Matadors, gaining valuable experience at a high level.

Professionally, Bryce has had stints with Gloucester City FC (2021) and St. Louis City 2 (2025).