Senior Data Scientist
Core
Build the customer identity and personalization layer to understand and engage members across subscription and property & casualty insurance products.
Role type
Senior IC data scientist (identity resolution, recommendation, predictive modeling)
Builds
Unified member identity graphs, recommendation engines, and predictive models for churn/retention and next-best-action
Domain
Insurance (P&C) and subscription membership services
Deliverable
production ML models
Required skills
identity resolution, entity matching, recommendation systems, predictive modeling, feature engineering, model deployment, SQL, Python, scikit-learn, XGBoost
Preferred skills
Customer Data Platform (CDP) experience, graph modeling, containerization, workflow orchestration, anomaly detection
Technologies
Snowflake, SQL Server, AWS RDS Postgres, Docker, Podman, SageMaker Endpoints, FastAPI, Metaflow, Airflow
Responsibilities
Build identity resolution across first-party and third-party data sources; Design and evaluate recommendation and personalization models; Build well-calibrated predictive models for member behavior; Ship models as reliable production services in partnership with ML Ops
Seniority
Senior, hands-on IC
