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Interview questions by company and topic | SysRound

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18 questions

Showing 1–18

ML system designMedium
Design a Short-Video Recommendation System
Companies: LinkedIn, Meta
ML System Design · Ranking Models · Recommendation Systems
Last reported Feb 2026
Open workspace
ML system designHard
Design a recommendation system end-to-end
Companies: OpenAI
ML System Design · Ranking Models · Recommendation Systems
Last reported Dec 2025
Open workspace
System designHard
Design a search query autocomplete system
Companies: OpenAI
Ranking Models · Search & Feed Systems · System Design
Last reported Dec 2025
Open workspace

ML system designHard

Design an End-to-End ML System

Companies: OpenAI

ML Data Pipelines & Feature Stores · Ranking Models

Last reported Aug 2025

ML system designHard

Design a response-ranking ML system

Companies: OpenAI

Model Evaluation · Ranking Models

Last reported Jul 2025

Machine learningMedium

Design a Game Recommender from Retrieval to Ranking

Companies: Roblox

Ranking Models · Recommendation Systems

Machine learningMedium

Design a Local Recommendation System

Companies: ByteDance

Ranking Models · Recommendation Systems

Machine learningHard

Design a System to Recommend Local Restaurant Profiles

Companies: Meta

Ranking Models · Recommendation Systems

Machine learningMedium

Design an ad recommendation and ranking system

Companies: Meta

CTR Prediction & Ads ML · Ranking Models

Machine learningEasy

Design and evaluate an ads ranking algorithm

Companies: Meta

CTR Prediction & Ads ML · Ranking Models

Machine learningMedium

Design photo and listing quality models

Companies: Airbnb

Annotation & Label Quality · Ranking Models

Machine learningMedium

Design Push-Notification System for Airport Surge Pricing

Companies: Upstart

Feature Engineering · Ranking Models

Machine learningHard

Explain and Reduce Position Bias in Ranking

Companies: Reddit

Model Evaluation · Ranking Models

Machine learningMedium

Explaining Instagram's Recommendation Funnel: Sourcing, Ranking, Signals and Feedback

Companies: Spotify

Ranking Models · Recommendation Systems

Machine learningEasy

How would you design a Shop Ads ranking algorithm?

Companies: Meta

CTR Prediction & Ads ML · Ranking Models

Machine learningMedium

Model an ads ranking system

Companies: Snapchat

CTR Prediction & Ads ML · Ranking Models

Machine learningHard

Optimize Surge Notifications for Rideshare Drivers

Companies: Uber

Geo & Delivery Systems · Ranking Models

Machine learningMedium

Ranking Content for Instagram Users: Objective, Signals and Evaluation

Companies: Datadog

AI Product Management · Ranking Models