Senior Software Engineer (Pipeline team)
United States - Remote
R
USD 185K-259K (estimate) Senior-level Full Time
Tasks
- Automate model rollout canary deployment and rollback
- Automate training triggers evaluation gates and deployments
- Build and operate A B testing frameworks
- Build data ingestion preprocessing training evaluation and serving pipelines
- Define ML model and pipeline SLOs
- Design and implement ML infrastructure architecture
- Design end-to-end ML pipelines
- Extend CI CD to ML workflows
- Implement model versioning data versioning and prompt versioning
- Implement monitoring drift detection data quality and alerting
- Maintain technical documentation and operational runbooks
- Mentor junior engineers
- Perform code reviews and enforce coding standards
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS Bedrock | AWS Lambda | AWS S3 | AWS Step Functions | Amazon ECS | Amazon EKS | Apache Airflow | B testing | CI/CD | Canary Deployment | Data Quality | Data Versioning | Data quality monitoring | Deployment Automation | Drift Detection | Experiment tracking | MLflow | Model Drift | Model Drift Detection | Model versioning | Prompt versioning | Python | Quality monitoring | Rollback | SLO | SQL | Shadow Deployment | Step Functions | Unit Testing
Education
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