Predictive Modeling & Risk Scientist
Commercial AutoReserving & ValuationPredictive Modelling & MLPricing & Rating
Role Summary
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P&C predictive modeling and reserving role focused on commercial trucking in Orlando, FL. You will own Python-based reserving models, build telematics-driven predictive models for pricing, cancellation and large-loss detection, and translate analytics into underwriting and growth recommendations. The role influences dynamic pricing, loss ratio performance and carrier-level reporting.
JOB DESCRIPTION SUMMARY
- Own and enhance Python-based reserving models and end-to-end reserving process
- Develop telematics-driven predictive models for pricing, cancelation and large-loss detection
- Design dynamic pricing frameworks using live market and portfolio data
- Work with large-scale datasets; strong Python and SQL expected
- Based in Orlando, FL; high-impact IC role influencing underwriting and growth
DOMAIN EXPERTISE
- Insurance analytics or actuarial/predictive risk modeling
- Actuarial reserving models and insurance forecasting methodologies
- Telematics-driven predictive modeling using claims and policy data
- Building production-grade ML models with large datasets
- SQL and automated analytical pipeline development
KEY REQUIREMENTS
- Experience with insurance analytics, actuarial modeling, or predictive risk modeling
- Strong proficiency in Python for statistical modeling and production code
- Demonstrated experience with actuarial reserving models or forecasting
- Experience building production-grade ML models with large-scale datasets
- Strong SQL and data pipeline/automation skills
TECH STACK
- No tech stack specified
