Yes you do! If you’re coming here just as a tourist to visit Australia, you’ll need a Visitor Visa. 

If you’re coming here to work while you’re on holiday, you’ll need either a Working Holiday Visa (417) or a Work and Holiday Visa (462), depending on which country you’re from. 

You can find more information and a list of the various visas here.