09 Oct
|
The Hartford
|
Hyderabad
09 Oct
The Hartford
Hyderabad
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 prospect to achieve your goals – and to help others accomplish theirs, too. Join our team as we help shape the future.
Key Responsibilities
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.
• Implement monitoring frameworks to track data drift, training-serving skew, and model performance metrics in production environments.
• Utilize observability tools like Arize to set up monitors for accuracy, precision, recall, and other KPIs.
• Configure automated alerts for anomalies in input/output distributions and performance degradation.
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.
Required Skills & Experience:
• Bachelor’s or Master’s degree in Computer Science, Engineering, or a closely related field; 5+ years of professional experience with a Bachelor’s degree, or 3+ years of experience acce
📌 IND Senior Software Engineer (Hyderabad)
🏢 The Hartford
📍 Hyderabad