IND Senior Software Engineer
- Doświadczenie
- od 5 lat
- Praktyki
- Agile, CI/CD, MLOps
- Wykształcenie
- Magister
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 – and to help others accomplish theirs, too. Join our team as we help shape the future. Key
M odel 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