EY - GDS Consulting - AIA - AI ML Ops Engineer - Manager
Bengaluru, KA, IN, 560048
INR 1850K-2700K (estimate) Mid-level Full Time
Tasks
- Automate model packaging deployment validation rollback
- Build MLOps and LLMOps pipelines
- Build REST inference services
- Collaborate with cross functional data science and engineering teams
- Deploy scalable and secure model serving
- Develop CI CD pipelines for ML workloads
- Enable feedback loops and retraining
- Implement model versioning
- Implement responsible AI governance controls
- Manage model artifacts and reproducibility
- Monitor data drift and model drift
- Monitor model performance in production
- Operationalize large language models in production
- Operationalize machine learning models in production
Perks/Benefits
- Continuous learning
- Diverse and inclusive culture
- Success as defined by you
- Transformative leadership
Skills/Tech-stack
Azure | CI/CD | Data Drift | Experiment tracking | Explainability | FastAPI | Feature Store | Flask | LLMOps | MLOps | Machine Learning | Model Deployment | Model Drift | Model Governance | Model Monitoring | Model Registry | Model versioning | Python | REST API | Retraining
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