Meta

Social media and metaverse company behind Facebook, Instagram, and WhatsApp.

4 Rounds ~21 Days Very Hard

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The Interview Loop

Recruiter Screen (30 min)

Standard fit check, behavioral questions, and resume overview.

Technical Loop (3-4 Rounds)

Deep dive into domain knowledge, coding, and system design.

Interview Question Bank

All Roles ML Engineer 2

All Topics LLMs 5 Deep Learning 4 MLOps 4 Algorithms 3 Model Optimization 3 ML Fundamentals 2 Distributed Training 2 Deployment 2

ML Engineer • Technical • hard

What is the difference between model parallelism and data parallelism in distributed training?

#Parallelism #Training

ML Engineer • Technical • hard

How does PyTorch Distributed work for large-scale model training at Meta?

#PyTorch #DDP

Difficulty Radar

Based on recent AI-sourced data.

Meet Your Interviewers

The "Standard" Interviewer

Senior Engineer

Focuses on core competencies, system constraints, and clear communication.

Unwritten Rules

Think Out Loud

Always explain your thought process before writing code or drawing architecture.