IND Senior Software Engineer

IND Senior Software Engineer - GCC123

We're determined to make a difference and are proud to be an insurance company that goes well beyond coverages and policies. Working here means having every opportunity to achieve your goals.

• Model Monitoring & Observability:
• Collaborate with Data Scientists to onboard models into monitoring systems (e.g., MHM database) and maintain configuration files for drift and performance checks.
• Support retraining workflows when drift or degradation is detected.
• Data Quality Assurance:
• Perform QC checks on incoming data to validate integrity and completeness before model scoring.
• Develop pipelines for continuous validation of data sources and ensure compliance with quality standards.
• Performance Evaluation:
• Monitor KPIs such as accuracy, precision, recall, and fairness across demographic slices.
• Conduct root-cause analysis for performance degradation and recommend retraining strategies.
• Infrastructure & Automation:
• Build and maintain CI/CD pipelines for deploying monitoring solutions and model updates.
• Leverage cloud technologies for scalable monitoring and orchestration.
• Documentation & Reporting:
• Maintain detailed logs of monitoring activities, thresholds, and alerts.
• Provide periodic reports on model health, including drift metrics and performance trends.