Sr Manager, Data Science
Core
Lead a centralized data science team building pricing, forecasting, and predictive models to influence revenue, operations, and capital decisions for a homebuilder.
Role type
Senior Manager, Data Science
Builds
Production-grade ML models for pricing, forecasting, and demand modeling deployed across 40+ divisions
Domain
Real Estate / Homebuilding / Applied AI
Deliverable
production ML models
Required skills
Supervised learning, Time-series forecasting, Pricing/revenue optimization, Python, SQL, MLOps, Team leadership, Stakeholder management, Model validation
Preferred skills
Real estate/homebuilding domain, Causal inference, Reinforcement learning, Simulation modeling, LLM use cases
Technologies
Python, scikit-learn, XGBoost, LightGBM, pandas, AWS SageMaker
Responsibilities
Lead and coach a centralized team of data scientists; Own the modeling roadmap and prioritize use cases; Drive technical depth in experiment design and model selection; Partner with engineering to productionize models on MLOps stacks; Translate modeling work for executive audiences; Build cross-functional partnerships for model adoption; Establish team operating cadence and documentation standards; Recruit and develop data science talent
Seniority
Senior Manager, hands-on technical leader with people management