I was quickly contacted to set up a phone interview (within one week of submission) and then scheduled for an in person interview within the next two weeks. I received notice that I passed the final round within another two weeks, but had to wait for a formal hire letter until my references came in.
At this company, you need to provide three references and those references need to fill out their internal document (2-pages, likely a 20 minute commitment).
From submission to first day on the job, it was roughly an eight week process.