Prior to playing in the NHL, Giroux played his major junior career with the Gatineau Olympiques of the Quebec Major Junior Hockey League (QMJHL), where he helped the team win a 2008 President's Cup and earned the Guy Lafleur Trophy as the 2008 playoff MVP. Internationally, he won a gold medal with Team Canada in the 2008 World Junior Ice Hockey Championships.