Staff Machine Learning Engineer
Core
Build and deploy production-grade machine learning systems to reshape decision-making in title insurance and real estate sectors, powering risk assessment and underwriting.
Role type
Staff Machine Learning Engineer
Builds
Robust, scalable ML products for risk assessment and underwriting
Domain
Title insurance and real estate
Deliverable
production ML models
Required skills
Python, SQL, Git, Docker, supervised learning on tabular data, feature engineering, class imbalance handling, label definition, threshold selection, model monitoring, drift detection, error rate tracking, applied statistics, LLM-based coding tools
Preferred skills
None stated
Technologies
Python, SQL, Git, Docker, LLM-based coding tools
Responsibilities
Design, build, and maintain scalable ML systems across the full model lifecycle; Serve as a go-to expert in title risk and underwriting; Collaborate with data engineers, product teams, and domain experts; Conduct ad-hoc analyses and experimentation
Seniority
Staff, hands-on IC with strategic influence