I applied online. The process took 2 months. I interviewed at RAND (Los Angeles, CA) in Jan 2015
Interview
We talked briefly on the phone, they covered what work they do, what would be expected of you and how the organization is set up. They explained how many people had applied and how many people would move on to the next stage.