Design large-scale near-duplicate video detection
Company: Google
Role: Machine Learning Engineer
Category: System Design
Difficulty: hard
Interview Round: Onsite
Quick Answer: This question evaluates a Machine Learning Engineer's competency in scalable similarity search and representation learning for multimedia, including embedding design, retrieval infrastructure, compression/quantization, large-scale ANN indexing, and human-in-the-loop decision workflows.