Two-time world champion Francesco Bagnaia failed to make the second qualifying session and will start 16th after suffering a problem with his Ducati at the end of Q1.
With Hazlewood and Cummins both absent, Mitchell Starc, Scott Boland and Nathan Lyon will lead a weakened attack in Perth with Brendan Doggett looking likely to make his debut.