EY-GDS Consulting-AIA-AI MLOps Engineer-Senior
Kolkata, WB, IN, 700091
INR 3000K-4000K (estimate) Senior-level Full Time
Tasks
- Automate model packaging deployment validation and rollback
- Build CI/CD pipelines for ML workloads
- Collaborate with data science and DevOps teams
- Design MLOps and LLMOps pipelines
- Develop REST inference services
- Enable scalable secure model serving
- Implement model versioning and reproducibility
- Implement responsible AI governance controls
- Maintain feedback loops and retraining strategies
- Monitor model drift and quality in production
- Monitor model performance and data drift
- Operationalize ML and LLM models for production
- Support enterprise AI platforms and GenAI initiatives
Perks/Benefits
Skills/Tech-stack
AWS SageMaker | Azure Machine Learning | CI/CD | Cloud MLOps | Data Drift | Experiment tracking | FastAPI | Feature Store | Flask | Generative AI | LLM | LLMOps | MLOps | Machine Learning | Model Deployment | Model Drift | Model Monitoring | Model Registry | Model retraining | Model versioning | Python | REST API
Roles
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