• Research, design, and prototype new machine learning models for Zillow’s consumer products, including search, ranking, recommendations, and notifications. • Lead the full model lifecycle: from ideation and offline experimentation on large datasets to online deployment, A/B testing, and ongoing performance monitoring. • Develop and test novel modeling approaches, such as deep learning architectures and large language models (LLMs), to improve the home-shopping experience. • Apply cutting-edge AI techniques, including LLM-based retrieval and RAG-style systems, to create more natural and conversational property search experiences. • Optimize how and when homes are displayed to users, ensuring relevance and context in every interaction. • Collaborate with engineers, product managers, and designers to define, execute, and iterate on impactful projects. • Partner with data engineering and infrastructure teams to leverage large-scale distributed data systems for feature engineering and model training.