Applied Scientist (Mid-Level) Interview Preparation Guide - FAANG Standards

FAANG companies typically conduct 7-8 interview rounds for mid-level Applied Scientists, progressing from initial recruiter screening through multiple technical evaluations (fundamentals, advanced ML, system design), research capability assessment, and behavioral/leadership evaluation. This role emphasizes the ability to design novel algorithms, implement production-grade ML systems, conduct rigorous experimentation, and communicate complex technical ideas across multiple audiences.