Senior Data Scientist
Core
Design and implement robust tabular data models and data-driven systems to power automated decision-making for underwriting, risk assessment, and core business workflows in the commercial real estate insurance industry.
Role type
Senior IC machine-learning engineer (tabular data)
Builds
Production-grade ML systems for automated underwriting decisions, risk assessment, and business efficiency.
Domain
Insurance / Commercial Real Estate / Machine Learning
Deliverable
production ML models
Required skills
Tabular data modeling, tree-based models, linear models, ensembling, time-dependent models, production ML deployment, CI/CD, data validation, system reliability, end-to-end project ownership, modern ML tooling
Preferred skills
Tabular foundation models, LLMs
Responsibilities
Build and improve tabular models driving automated decisions, work on specific projects like expected lifetime revenue and renewal rate, own projects from problem framing to production deployment and monitoring, champion best practices and drive performance gains
Seniority
Senior, hands-on IC