Pietrangelo was picked to play for Team Canada's under-18 team at the 2007 Ivan Hlinka Memorial Tournament, where he served as an alternate captain. The team finished fourth. He played next for the Canadian National Junior Team at the 2009 World Junior Championships and won a gold medal.