I applied through an employee referral. The process took 2 months. I interviewed at Capital One (San Francisco, CA) in Jan 2025
Interview
The process is quite well planned, they are there to help you and help you succeed!
However you need to study, and prepare on your own. Lots of good resources available
Online.