Qantas crew are so often searched, I have been subject to at least 5 at different hotels.
They are really stricty and as crew we are very aware of this. They make it very clear at training and regular memos/flyers that Qantas property is not to leave the aircraft with crew unless you have prior authority. This includes food and in some cases crew water that is supplied for drinking mid duty, not at your hotel.