After college, Kessler played professionally for three seasons in the NBL for the Indianapolis Kautskys. He was named the league's Rookie of the Year in 1937–38, although Kessler's teams never once qualified for the postseason. In his later life, Kessler worked at General Motors and eventually became its vice president.