Staff Machine Learning Engineer leading development and scaling of Overstory's Wildfire Fuel Detection Model, architecting advanced ML systems to map vegetation and fuel conditions from geospatial and satellite data. You'll design end-to-end ML pipelines from data ingestion through production deployment, mentor other engineers, and drive architectural decisions across the organization.… The role requires 10+ years building production-grade ML systems, expertise in deep learning and computer vision, and hands-on fluency with PyTorch, TensorFlow, XGBoost, and cloud platforms like GCP Vertex AI. You'll partner with data scientists, wildfire domain experts, and product teams to balance scientific rigor with production reliability and real-world impact.