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ML System Design Interview Questions
Practice 9403 coding, system design and machine learning questions from 546 companies, sorted by role, topic and interview round. Every question has step-by-step hints, a code runner that supports 8 languages and an AI mentor; members also get the full solution walkthrough.
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Showing 1–2 of 2 results
- LambdaHardSoftware EngineerDesign a cloud AI inference platform
This question evaluates competency in ML system design and operational engineering, covering model packaging and versioning, hardware selection (CPU vs GPU), autoscaling, request routing, multi-tenant isolation, SLO-driven observability, cost controls, and failure handling within a cloud inference platform.
ML System DesignHR Screen - MicrosoftMediumMachine Learning EngineerDesign a Retrieval-Grounded Local Sports News Recommender
This question tests the ability to design an end-to-end RAG system for news, focusing on temporal data relevance, hybrid retrieval strategies, and mitigation of LLM hallucinations.
ML System DesignHR ScreenRAGRecommendationSystem Design
Microsoft