Standard process. I applied through an employee referral. Recruiter reached out and talked to me for about 30 minutes. He was really nice and through the entire process I felt like he really wanted me to succeed. First step was 45 minute Bluejeans interview with a data science manager (2 SQL questions + 2 product sense questions). Second step was onsite at Menlo Park with 4 rounds of interviews (SQL, probability and stats and product sense). Here are some of my observations about this role/ company: 1) Everyone who interviewed me was in their 20's. If you're older, it will work against you (you may not be "fit" for their culture). 2) If you're female and/or Asian, you have a leg up. I noticed more than 50% of people on campus were Asian. FB loves Asians. 3) This role is not really a data science role. It's more like a dumb version of product data analyst. You will work with a product owner and will run queries to answer questions. Don't expect to do sophisticated modeling or machine learning. 4) SQL, stats and probability questions are fair game and if you practice and study you can answer them. Product sense questions however are crap shoot. I personally thought my answers were good but for some reason the interviewer didn't like my answers.