Zillow Applied Scientist Interview Questions
The questions to prepare for a Zillow Applied Scientist interview. Questions from real interview reports rank first. Updated weekly.
Handle severe class imbalance in a binary deep learning model using sampling, weighted losses, and the right evaluation metrics.
ZillowExplain how L1 and L2 regularization differ geometrically and probabilistically, grounded in a practical supervised learning example.
ZillowTests your understanding of sequence modeling differences and practical implications for ML architectures.
ZillowTests your ability to design ranking/recommendation systems and set up robust offline and online evaluation.
ZillowTests your ability to combine multimodal features and design scalable clustering for real-world property data.
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Tests data engineering and feature engineering optimization under memory constraints.
ZillowTests algorithmic thinking for route optimization and handling constraints.
ZillowEvaluates your ability to choose and explain a straightforward time-series seasonality approach.
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