Netflix Machine Learning Interview Questions

Practice the exact questions companies are asking right now.

6 Questions 1 Company04.22.2026
Showing 6 results
Role
Netflix logo
Netflix
Medium
Machine Learning Engineer

Compare Losses and Explain LoRA

ML Fundamentals: Loss Functions and Low-Rank Adaptation This is a rapid-fire ML fundamentals screen. You are expected to reason precisely about loss f...

Machine Learning
28
0
220 people solved
Apr 22, 2026
Netflix logo
Netflix
Medium
Machine Learning Engineer

Explain self-attention, LoRA, Adam vs SGD, ViT

Answer the following ML/Deep Learning interview questions: 1) Describe self-attention in Transformer models. What are the queries, keys, and values, a...

Machine Learning
14
0
123 people solved
Feb 23, 2026
Netflix logo
Netflix
Hard
Data Scientist

Design 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
15
0
120 people solved
Oct 13, 2025
Netflix logo
Netflix
Medium
Data Scientist

Design Real-Time Fraud Detection with XGBoost Model

Design Real-Time Fraud Detection with XGBoost Model Real-Time Fraud Detection with XGBoost (Subscription Payments) Scenario You need to build and oper...

Machine Learning
15
0
114 people solved
Aug 4, 2025
Netflix logo
Netflix
Medium
Machine Learning Engineer

Explain 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
8
0
113 people solved
Aug 13, 2025
Netflix logo
Netflix
Medium
Data Scientist

Address Fraud Detection with Imbalance and Concept Drift Solutions

Address Fraud Detection with Imbalance and Concept Drift Solutions You are building a fraud-detection model for an online payments product that must s...

Machine Learning
16
0
66 people solved
Jul 12, 2025

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Netflix Machine Learning Questions (Updated 2026) | PracHub