About the RoleWe're looking for an experienced Applied Scientist to push the boundaries of applied machine learning and AI at Opendoor. While this role will have a significant impact on our valuation systems - ensuring we provide the most accurate and transparent pricing possible - the scope goes well beyond pricing. You'll work across a range of challenging ML problems, from multi-modal modeling to operational optimization, helping us rethink how we use structured and unstructured data to make better decisions for our customers.What You'll NeedStrong software engineering and coding skills in Python, with experience contributing to production codebases5+ years of experience developing and deploying ML models end-to-end - from research and prototyping to implementation in production systemsHands-on experience with deep learning architectures, including ConvNets, Transformers, or similarAdvanced degree (MS or PhD) in computer science, statistics, mathematics, or a related quantitative fieldSolid foundation in statistics and experimental designStrong communication and collaboration skills - you're comfortable working with cross-functional stakeholders and can communicate technical ideas clearlyNice to HaveFamiliarity with Pyspark and distributed data processingBackground in search, recommendation systems, or personalizationExperience working with large language models (LLMs) or vision-language models (VLMs)A genuine interest in real estate - no prior experience required, but you'll engage deeply with housing dataWhat You'll DoDesign and deploy architectural improvements to our deep neural network (DNN)-based home valuation modelsBuild interpretable ML models that can help us explain pricing decisions to customersIncorporate unstructured data - like images, videos, or text - into our forecasting and valuation pipelines using cutting-edge AI models (LLMs, VLMs, etc.)Collaborate with Engineering and Ops to enhance our human-in-the-loop pricing systemsImprove the feature engineering and model training pipelines that power our production systemsRethink our risk and optimization models using real-world data and domain insightWe're a small, nimble team - there's ample opportunity to work across the entire research and modeling stack.CompensationThe base pay range for this position is $176,800-243,100 annually, plus RSUs and bonuses. Pay within this range varies by work location and may also depend on your qualifications, job-related knowledge, skills, and experience. We also offer a comprehensive package of benefits including unlimited PTO, medical/dental/vision insurance, life insurance, and 401(k) to eligible employees.At Opendoor our mission is to tilt the world in favor of homeowners and those who aim to become one. Homeownership matters. It's how people build wealth, stability, and community. It's how families put down roots, how neighborhoods strengthen, how the future gets built. We're building the modern system of homeownership giving people the freedom to buy and sell on their own terms. We've built an end-to-end online experience that has already helped thousands of people and we're just getting started.
Job Title
Applied Scientist