Meta
Social media and metaverse company behind Facebook, Instagram, and WhatsApp.
4 Rounds
~21 Days
Very Hard
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
Data Scientist
•
Technical
•
hard
How do you monitor model performance in production? What is model drift?
#Model Drift
#Monitoring
ML Engineer
•
System Design
•
hard
Design a CI/CD pipeline for ML models.
#CI/CD
#Deployment
ML Engineer
•
System Design
•
hard
Design a system to retrain models automatically when performance degrades.
#Retraining
#Automation
ML Engineer
•
Technical
•
medium
Explain the model training pipeline from raw data to deployment.
#Pipeline
#Training
ML Engineer
•
Technical
•
medium
How do you version ML models and datasets? What tools do you use?
#Versioning
#DVC
#MLflow
Difficulty Radar
Based on recent AI-sourced data.
Meet Your Interviewers
The "Standard" Interviewer
Senior EngineerFocuses on core competencies, system constraints, and clear communication.
SimulateUnwritten Rules
Think Out Loud
Always explain your thought process before writing code or drawing architecture.