I applied through college or university. The process took 4 weeks. I interviewed at Capital One in Oct 2013
Interview
Applied online. took online test including aptitude test, numeric and verbal reasoning. then attend the first interview on campus. there are 30 minutes behavioural interview and 30 minutes case study. Behavioural questions are not hard but case study is quite quantitative.
Be sure to do some practical before attending the interview. maybe doing some calculations under pressure or within limited time should help
Interview questions [1]
Question 1
how you solve some problems to achieve an objective, something like this
First round was the phone interview about four or five questions on missing values and Multicollinearity. Not hard but only some basic statistical concepts. Second round was onsite in Plano, TX. The interviews are about 1 airport data analysis, 2 case studies and 1 behavior. Even though they are looking for statisticians, the case studies have nothing to do with any statistics.