Netflix Machine Learning Interview Questions
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4 Questions 1 Company
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Netflix
Medium
Data ScientistAddress Fraud Detection with Imbalance and Concept Drift Solutions
End-to-End ML Workflow: Online Payments Fraud Detection Scenario You are designing a fraud-detection system for an online payments product that must s...
Machine Learning
12
0
Jul 12, 2025
Netflix
Hard
Data ScientistDesign a robust conversion propensity model
Daily Notification Propensity Model (Top-20% Targeting) Context You need to score users once per day with the probability they will make a purchase wi...
Machine Learning
0
0
Oct 13, 2025
Netflix
Medium
Machine Learning EngineerExplain tokenization and Transformer variants
Tokenization and Transformer Architecture Deep Dive You are asked to explain common tokenization approaches and modern Transformer design choices used...
Machine Learning
0
0
Aug 13, 2025
Netflix
Medium
Data ScientistDesign Real-Time Fraud Detection with XGBoost Model
Real-Time Fraud Detection with XGBoost (Subscription Payments) Scenario You need to build and operate a real-time system that flags potentially fraudu...
Machine Learning
0
0
Aug 4, 2025