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 Data Scientist 1 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 • easy

What is the difference between a data scientist and an ML engineer?

#Roles #MLOps

ML Engineer • Technical • medium

What is the difference between online learning and offline learning?

#Online Learning #Batch Learning

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.