Comprehensive FAANG-Standard Interview Preparation Guide for Staff-Level Data Analyst
Data Analyst
Staff
7 rounds
Updated 11/23/2025
This guide is based on general FAANG interview practices and may not reflect specific company procedures.
The staff-level data analyst interview process at FAANG companies typically consists of 6-7 rounds designed to assess technical depth, analytical thinking, product sense, mentorship capabilities, and leadership potential. Candidates are evaluated not only on their ability to solve complex analytical problems but also on their capacity to drive strategy, mentor junior team members, and influence cross-functional decisions. The process emphasizes hands-on technical skills combined with strategic business thinking.
Interview Rounds
1
Recruiter Screening
30 min4 focus topicsculture fit
2
SQL and Advanced Data Querying Round
60 min6 focus topicstechnical
3
Statistics, Experimentation, and A/B Testing Round
60 min6 focus topicstechnical
4
Product Analytics and Business Case Study Round
60 min6 focus topicscase study
5
Data Architecture and Analytics Infrastructure Round
60 min6 focus topicssystem design
6
Behavioral Leadership and Mentorship Round
60 min6 focus topicsbehavioral
7
Hiring Manager Round
45 min4 focus topicsculture fit
Additional Information