Yes, my rent for a 2 bedroom with a very large balcony, living room, etc, is $1520/month. But I live about 30 minutes from the heart of Sydney. As you get closer to the city the rents increase (just like NYC).
If you are willing to pay more in my area, the places you can rent are...