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

Research Scientist
Mid Level
8 rounds
Updated 2/22/2026

Research Scientist interviews at FAANG companies typically follow a rigorous, multi-stage process designed to assess research capability, technical depth, communication skills, and collaborative potential. Unlike software engineer roles, Research Scientist positions heavily emphasize the research talk/presentation as the primary differentiator, alongside coding proficiency and behavioral assessment. The interview process is structured to evaluate your ability to conduct original research, communicate findings effectively, mentor others, and align with the organization's research direction. At the mid-level, you are expected to demonstrate ownership of research projects, growing publication record (or clear trajectory toward it), emerging mentorship capabilities, and the ability to navigate ambiguity in open-ended research problems.

Interview Rounds

1

Recruiter Screening

2

Phone Screen 1: ML/AI Fundamentals and Research Thinking

3

Phone Screen 2: Algorithm Implementation and Research Methodology

4

Onsite Round 1: Research Talk and Presentation

5

Onsite Round 2: Technical Depth and Advanced ML/AI Concepts

6

Onsite Round 3: Research Methodology and Experimentation

7

Onsite Round 4: Behavioral and Leadership

8

Onsite Round 5: Hiring Manager / Bar Raiser Round

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