Meta Data Scientist (Staff Level) Interview Preparation Guide 2025

Meta's Data Scientist interview process is a rigorous, multi-stage evaluation designed to assess technical depth, analytical thinking, business acumen, and cultural fit. The process spans 6 total rounds across approximately 4-6 weeks, comprising a recruiter screening, an initial technical screening via phone, and four comprehensive on-site interviews. For Staff-level candidates, Meta focuses on leadership potential, strategic impact, mentorship capabilities, and the ability to influence cross-functional decisions through data-driven insights.