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
30 min3 focus topicsculture fit
2
Phone Technical Screen #1: Applied ML Systems & Implementation
60 min5 focus topicstechnical
3
Phone Technical Screen #2: Research Problem-Solving & Statistical Depth
60 min5 focus topicstechnical
4
Onsite Round 1: Product Intuition & Problem Formulation
60 min5 focus topicscase study
5
Onsite Round 2: Technical Deep Dive - ML System Implementation
60 min5 focus topicstechnical
6
Onsite Round 3: Systems Design for ML at Scale
60 min5 focus topicssystem design
7
Onsite Round 4: Behavioral & Leadership Interview
60 min5 focus topicsbehavioral
8
Onsite Round 5: Research Communication & Impact Storytelling
60 min5 focus topicstechnical