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Pretty sure the answer is yes. Would double check with the embassy but you’ll need to apply for a visa. If you are working and have savings that will help your application but there are never any guarantees.
 
just got my RTD and i want to travel to Australia ,do i need a visa? can someone enlightening me
I would wait till I have my Canadian PR because Australia is strict country in regard of issuing visas. If you already has PR than you can try...