I applied online. The process took 1+ week. I interviewed at Amazon (South San Francisco, CA) in Nov 2017
Interview
I was brought into a room set up with a projector that played a slideshow of the job's responsibilities as the presenter explained it all. I also filled out a drug test at the end of the presentation.