Sink or swim. A new person is put in the water and must find a way to stay up. Nobody holds them.
Hit the ground running. Be productive from the first day, without a period of settling in.
Learn on the fly. Learn the work while already doing it.
Figure it out. A common answer when a new employee asks how something is done.