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.

218 questions

Showing 151–175

ML system designMedium
Design an Enterprise Tool-Using Agent
Companies: ByteDance
ML System Design
Last reported Jan 2026
Open workspace
ML system designMedium
Calibrate LLM output to match Word formatting
Companies: Microsoft
ML System Design
Last reported Jan 2026
Open workspace
ML system designEasy
How would you build an image classifier with dirty data?
Companies: OpenAI
Data Quality & Validation · ML System Design
Last reported Jan 2026
Open workspace

Page 7 of 9

ML system designMedium

Add an LLM-backed recommendation API to an existing service with RAG and prompting

Companies: Intuit

ML System Design

Last reported Dec 2025

ML system designHard

Design a recommendation system end-to-end

Companies: OpenAI

ML System Design · Ranking Models · Recommendation Systems

Last reported Dec 2025

System designHard

Design a regional surge pricing strategy

Companies: OpenAI

ML System Design · System Design

Last reported Dec 2025

ML system designHard

Design and optimize a RAG system

Companies: OpenAI

LLM Applications · ML System Design · Retrieval-Augmented Generation

Last reported Dec 2025

ML system designMedium

Design model deployment, monitoring, and low-latency inference

Companies: Capital One

ML System Design

Last reported Dec 2025

ML system designMedium

Design weapon-selling ad detection from posts

Companies: Meta

ML System Design

Last reported Dec 2025

ML system designHard

Select high-quality math documents from crawls

Companies: OpenAI

Annotation & Label Quality · Data Ingestion & CDC · ML System Design

Last reported Dec 2025

ML system designHard

Design a real-time recommendation system

Companies: Google

ML System Design · Recommendation Systems

Last reported Dec 2025

ML system designMedium

Design ML system for self-driving perception

Companies: Google

ML System Design

Last reported Dec 2025

System designMedium

Design pipeline using classification and embedding services

Companies: Scale AI

API Design · ML System Design · System Design Fundamentals

Last reported Dec 2025

ML system designHard

Design an enterprise RAG assistant for internal docs

Companies: OpenAI

ML System Design · Neural Networks & Training · Retrieval-Augmented Generation

Last reported Dec 2025

ML system designHard

Predict Citi Bike Demand at a Specific NYC Station

Companies: Two Sigma

ML System Design

Last reported Nov 2025

ML system designMedium

Design Large-Scale Inference Serving

Companies: Waymo

ML System Design

Last reported Nov 2025

ML system designMedium

Design a Jira+Confluence RAG assistant

Companies: Atlassian

ML System Design

Last reported Nov 2025

ML system designMedium

Debug a GPT training pipeline

Companies: Applied Intuition

ML System Design

Last reported Sep 2025

ML system designHard

Design a batch inference API

Companies: Anthropic

API Design · ML System Design · System Design Fundamentals

Last reported Sep 2025

ML system designHard

Design a cloud AI inference platform

Companies: Lambda

ML System Design

Last reported Sep 2025

ML system designHard

Design a harmful content detection system

Companies: Snapchat

ML System Design

Last reported Sep 2025

ML system designHard

Design a hierarchical multi-label classifier

Companies: Shopify

ML System Design

Last reported Sep 2025

ML system designHard

Design a low-latency ML inference API

Companies: Anthropic

ML System Design · MLOps & Model Serving · Reliability & SRE

Last reported Sep 2025

System designHard

Design an image detection system

Companies: Datadog

ML System Design · System Design Fundamentals

Last reported Sep 2025

ML system designHard

Design an inference routing and scheduling layer

Companies: Anthropic

Caching · LLM Inference & Serving · ML System Design

Last reported Sep 2025