On December 6, 2010, Guerin announced that he was retiring from playing professional ice hockey and that he was retiring as a Pittsburgh Penguin. On June 6, 2011, he was hired as the player development coach for the Penguins. On June 6, 2014, Penguins General Manager Jim Rutherford announced that Guerin was being promoted to the assistant general manager of the team.