Senior Data Scientist
Core
Maintain and improve the industry-leading Hometrack Automated Valuation Model (AVM) to estimate residential property values and assess risk for lenders and brokers.
Role type
Senior IC machine learning engineer (property valuation)
Builds
Production ML models for automated property valuation and risk evaluation
Domain
Financial technology / Real estate valuation
Deliverable
production ML models
Required skills
Python, machine learning, model drift detection, hypothesis formulation, experimental design, MLOps, CI/CD, version control, testing frameworks, Docker, AWS, regulated environment ML experience
Preferred skills
Scikit-learn, Pandas, NumPy, Pytorch, Model Risk Management (MRM), model explainability, data engineering collaboration
Technologies
Python, Scikit-learn, Pandas, NumPy, Pytorch, Docker, AWS, Git
Responsibilities
Monitor live model performance and deploy improvements to ensure valuation reliability; research new datasets and advanced ML techniques to increase model accuracy; collaborate with ML engineers, analysts, and product managers; translate business needs into data science problems
Seniority
Senior, hands-on IC