Found Description
About the Company
Quanata is an insurance technology innovation company on a mission to ensure a better world through context-based insurance solutions. Wholly owned and funded by State Farm, we engineer advanced risk prediction and prevention solutions and build AI-native insurance platforms.
Responsibilities
- Operationalize key data science solutions for risk-prediction products
- Design and build ML pipelines using AWS services like SageMaker and tools like MLflow
- Stand up and operate a shared feature store using Snowflake Snowpark and Kafka
- Own real-time inference services and manage blue/green or canary deployments
- Implement comprehensive testing strategies within CI/CD pipelines
- Enable ML Governance through model and data versioning
- Implement event-driven orchestration for automated retraining and redeployment
- Monitor production models for performance, drift, and data quality