Develop and maintain product-focused data science and machine learning models for land-use suitability, land valuation, comparable transactions, and community sentiment. Source and curate geospatial and market datasets, design evaluation frameworks, improve existing models, and collaborate with design, product, and engineering to deliver customer-facing insights. The role requires production-quality Python, SQL, geospatial tooling, reproducible workflows, and the ability to explain analytical outputs to non-experts.