I don't recall exactly what I needed when I did a hunt in Australia in 2013, but it wasn't particularly difficult to get the paperwork done. I do think there was a firearms permit and a tag involved.
Firearms license yes, though transferable from overseas. Permit yes, but just apply online in a few mins. No tags required.