Associate Manager, Production AI/ML Engineering, Advanced Informatics
Tasks
- Architect scalable AWS Kubernetes ecosystem
- Build MLOps infrastructure CI CD feature stores model registries
- Develop RESTful APIs for model inference
- Ensure compliance with data governance de identification standards
- Maintain production machine learning pipelines
- Manage incident response for production ML systems
- Monitor production machine learning systems
- Operationalize model deployment versioning rollback and A B testing
- Own capacity planning and technical roadmap
Perks/Benefits
- N/A
Skills/Tech-stack
API Design | AWS | Airflow | CI/CD | Docker | EC2 | ECS | Feature Store | Kubernetes | Lambda | MLOps | MLflow | Machine Learning | Model Registry | Postgres | Prefect | Python | RESTful APIs | S3 | SQL | SageMaker | Weights and Biases
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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