Burke was drafted by the New Jersey Devils in the second round of the 1985 NHL Entry Draft. He earned national attention from his international play, backstopping the Canada men's national junior ice hockey team to a silver medal in the 1986 World Junior Ice Hockey Championships and a fourth-place finish for the men's national team at the 1988 Winter Olympics in Calgary.