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Meta Applied Scientist (Senior Level) - Comprehensive Interview Preparation Guide

Applied Scientist
Meta
Senior
8 rounds
Updated 2/22/2026

Meta's interview process for senior technical research roles consists of an initial recruiter screening followed by 5-6 rigorous onsite rounds conducted in a single day or across two days. The process evaluates applied research capabilities, machine learning system design, statistical rigor, implementation skills, and leadership/mentorship potential. Each round includes specific technical depth assessments and behavioral evaluation aligned with Meta's core values of impact, speed, and collaboration.

Interview Rounds

1

Recruiter Screening

2

Phone Technical Screen #1: Applied ML Systems & Implementation

3

Phone Technical Screen #2: Research Problem-Solving & Statistical Depth

4

Onsite Round 1: Product Intuition & Problem Formulation

5

Onsite Round 2: Technical Deep Dive - ML System Implementation

6

Onsite Round 3: Systems Design for ML at Scale

7

Onsite Round 4: Behavioral & Leadership Interview

8

Onsite Round 5: Research Communication & Impact Storytelling

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