I applied online. The process took 3 days. I interviewed at AirSage (Atlanta, GA) in Jan 2015
Interview
Several phone and in person interviews at their office in Atlanta. The interview was focused on command line usage and some python programming as well as basic math and analytic skills. There was also something related to microsoft excel usage. Command line questions wasn't hard if you have experience with awk or grep.
Interview questions [1]
Question 1
Tough to remember the exact question, but it was something like given a csv file, do some operation on all of the entries in some column and append it to the end.