Uber AI Engineer Interview Questions
The questions to prepare for a Uber AI Engineer interview. Questions from real interview reports rank first. Updated daily.
Use DSU to find the largest connected component in a network of cities and roads.
UberCompress uniform matrix regions recursively with a quadtree representation.
UberImplement a reusable k-means clustering class with configurable distance, initialization, stopping, and prediction behavior.
UberImplement both regression models from scratch, including gradients, loss functions, and optimization without relying on ML libraries.
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Explain how to evaluate a generative model using offline and online methods, with attention to hallucination, product metrics, and experiment design.
UberTests monitoring, detection, and mitigation strategies for model degradation.
UberTests understanding of representation learning and retrieval quality in vector databases.
UberTests metric selection and decision thresholding under asymmetric business costs.
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