Skip to content

Explore

Questions Companies Concepts Guides Sign in

How it works Questions Companies Concepts Guides Pricing Sample scorecard

Interview questions

Find a company or topic. Read the sources, then practice.

Coding study plans Companies Design mock

Loading the question library…

Practice system design interviews out loud with an AI interviewer, a shared whiteboard and a scorecard for your level.

How it works Questions Concepts Questions by company Comparisons Technologies Guides Cheat sheet Sample scorecard FAQ Use it as an app Sign in Pricing About and how we write Terms and guidelines Privacy Policy Contact

© 2026 SysRound. SysRound is an AI practice tool. The AI interviewer and the AI feedback can be wrong. Use it for your own practice, not to hire people.

Interview questions by company and topic | SysRound

Search questions

CompanyType a name, then choose a company from the suggestions.

Question type

Difficulty

TopicType a topic, then choose one from the suggestions.

268 questions

Showing 101–125

ML system designHard
Design a Text-to-Video Generation Platform (Sora-style)
Companies: OpenAI
Last reported Jun 2026
Open workspace
ML system designDifficulty not specified
Design an inference infrastructure for a Vision-Language-Action (VLA) model
Design an inference infrastructure for a Vision-Language-Action (VLA) model, covering efficient model serving, low-latency predictions, and scalable deployment across multiple…
Companies: H Company
Last reported Jun 2026
Open workspace
ML system designMedium
Design a Revenue Ranking Platform
Companies: Creditkarma
ML System Design
Last reported Jun 2026

Page 5 of 11

ML system designHard

Design a Multi-Agent Document Search and Visualization Product

Companies: Hebbia

ML System Design

Last reported Jun 2026

ML system designEasy

Design Premium Product Recommendations

Companies: Intuit

ML System Design

Last reported Jun 2026

ML system designHard

Improve Keyword Search Ranking

Companies: Box

ML System Design

Last reported Jun 2026

ML system designMedium

Design an LLM Agent System That Automatically Resolves Jira Tickets and Opens Pull Requests

Companies: Datadog

ML System Design

Last reported Jun 2026

ML system designMedium

Design Comment Prediction Ranking System

Companies: Reddit

ML System Design

Last reported Jun 2026

ML system designMedium

Explain an ML Project from Model Development Through Deployment

Companies: Capital One

ML System Design

Last reported May 2026

ML system designMedium

Design Video Intelligence for Investigations

Companies: Axon

ML System Design

Last reported May 2026

ML system designHard

Optimize LLM Training and Serving

Companies: Adobe

LLM Inference & Serving · ML System Design · Transformers & Attention

Last reported May 2026

ML system designHard

Design a Text-to-Video Generation System

Companies: OpenAI

GPU Infrastructure · Job Scheduling & Workflows · ML System Design

Last reported May 2026

ML system designMedium

Design GenAI Fine-Tuning and Agent Tradeoffs

Companies: Two Sigma

ML System Design

Last reported May 2026

ML system designMedium

Design Safe Distribution and Activation of Model Weights

Companies: Anthropic

ML System Design

Last reported May 2026

ML system designMedium

Design a Game Recommendation System

Companies: Roblox

ML System Design · Recommendation Systems

Last reported May 2026

ML system designMedium

Design Chatbot Personalization Memory

Companies: Microsoft

ML System Design

Last reported May 2026

ML system designMedium

Design a Credit Scoring Platform

Companies: Kikoff

ML System Design

Last reported May 2026

ML system designMedium

Design Product-Description Content Moderation at Marketplace Scale

Companies: Microsoft

ML System Design

Last reported May 2026

ML system designMedium

Design RAG Retrieval for Data Assets

Companies: Databricks

ML System Design

Last reported May 2026

ML system designHard

Evaluate Subjective and Nondeterministic Agent Outputs

Companies: Oracle

ML System Design

Last reported May 2026

ML system designMedium

Design Fraud detection system

Design a fraud detection system that allows businesses to monitor transactions in real-time, identify suspicious activity, and automatically flag or block potentially…

Companies: Airbnb, Google, Microsoft, Plaid

ML System Design

Last reported Apr 2026

ML system designMedium

Design a Family-Friendly Listing Classifier

Companies: Airbnb

ML System Design

Last reported Apr 2026

ML system designMedium

Design Candidate Search And LLM Evaluation Tasks

Companies: Mercor

ML System Design

Last reported Apr 2026

ML system designDifficulty not specified

Design an ML Pipeline for a Meeting Room Vision System

Design an ML pipeline for a multi-camera, multi-audio meeting room system (similar to QSYS VisionSuite) that improves room awareness, including features like occupancy…

Companies: Qsc

Last reported Apr 2026

ML system designMedium

Design an Agent Harness and Evaluation System

Companies: OpenAI

AI Agents · LLM Evaluation · ML System Design

Last reported Apr 2026