Moultry was signed to the practice roster of the Montreal Alouettes of the Canadian Football League (CFL) on September 11, 2023. He moved between the practice roster and active roster several times during the 2023 season before being placed on injured reserve on November 3, 2023.[3] He dressed in two games for the Alouettes in 2023, but did not record any statistics.[4] On November 19, 2023, the Alouettes won the 110th Grey Cup, defeating the Winnipeg Blue Bombers by a score of 28–24.[5] Moultry was released on June 2, 2024.[3]