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Member of Technical Staff, ML Systems 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.
- 9403
- Questions
- 546
- Companies
- 11
- Topics
- 8
- Languages
Showing 1–4 of 4 results
- Gimlet LabsMediumMember of Technical Staff, ML SystemsDesign CPU-Cycle Window Alignment for Misaligned Time Series
Define and implement a precise windowing contract for two misaligned CPU-cycle time series using piecewise-linear interpolation, monotone scanning, explicit boundary behavior, and optional interval integration.
Software Engineering FundamentalsOnsite - Gimlet LabsMediumMember of Technical Staff, ML SystemsDesign a Text-to-Image Retrieval System
Design permission-aware text-to-image retrieval with safe ingestion, multimodal embeddings, metadata filtering, approximate search, reranking, relevance evaluation, versioned updates, deletion, and duplicate control.
ML System DesignOnsite - Gimlet LabsMediumMember of Technical Staff, ML SystemsDesign an Offline Inference Platform with Hardware-Aware Routing
Design an offline large-model inference platform that routes prefill and decode across profiled hardware pools while balancing deadlines, fairness, batching, transfer cost, retries, and utilization.
ML System DesignOnsite - Gimlet LabsMediumMember of Technical Staff, ML SystemsImplement an LRU Cache
This problem tests the ability to combine a hash map with a doubly linked list to achieve O(1) performance for cache operations.
Coding & AlgorithmsOnsiteHash MapLinked ListCaching