I applied online. The process took 2 months. I interviewed at Charles Schwab (San Francisco, CA) in Dec 2016
Interview
Got a response after submitting my application within a few days. Had an interview with the talent adviser, then a member of the department I was hiring for, then the head of the department. This happened over the span of two weeks.