I applied online. The process took 2 weeks. I interviewed at RAND in Jun 2011
Interview
Had a phone interview, a lunch interview and an all-day interview with over a dozen people. Very cool and very smart people, and seems like a good culture there. I didn't get an offer, but would definitely work there if I did.