I applied at least 4 month before I finally got a response.
With these big companies its really hard to get your foot initial in the door. The application process always seems like you are throwing a small stone into a black hole.
However, someone I made it out!
I only had one initial in person interview, then they asked for some of my work. After that I got a second interview that ended with an offer.
However, I know a lot of people were asked to do a video or over the phone interview. I was not.