Moehrig played college football for the TCU Horned Frogs before entering the NFL draft in 2021. He was selected by the Las Vegas Raiders in the second round as the 43rd overall pick. Moehrig had an impressive rookie season with the Raiders, showcasing his skills as a versatile and athletic safety. However, he was traded to the Jacksonville Jaguars in 2022.