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Staff-Level Research Scientist Interview Preparation Guide (FAANG Standard)

Research Scientist
Staff
8 rounds
Updated 2/22/2026

The Staff-level Research Scientist interview process at FAANG companies is highly specialized and rigorous, typically spanning 6-8 weeks and consisting of 7-9 rounds. The process emphasizes research excellence, technical depth, mentorship capability, and strategic impact. Unlike software engineering roles, Research Scientist interviews prioritize the research talk/presentation (demonstrating research taste, novelty, and communication), machine learning fundamentals, research methodology, and behavioral indicators of research leadership. Candidates face multiple technical and behavioral assessments designed to evaluate their ability to drive cutting-edge research, mentor junior researchers, and collaborate across teams to advance the organization's research agenda.

Interview Rounds

1

Recruiter Screening

2

Technical Phone Screen - Machine Learning Fundamentals

3

Research Talk / Presentation

4

Deep Technical Interview - Advanced ML Concepts

5

Research Methodology and Experimental Design

6

Behavioral and Research Leadership

7

Bar Raiser Interview

8

Hiring Manager / Research Lead Final Round

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