EY - GDS Consulting - AIA - AI ML Ops Engineer - Senior
Bengaluru, KA, IN, 560048
INR 2000K-3300K (estimate) Senior-level Full Time
Tasks
- Automate model packaging and deployment
- Build MLops pipelines
- Collaborate with cross-functional teams
- Design and deploy REST inference services
- Develop CI CD pipelines for ML workloads
- Enable feedback loops and retraining
- Enable scalable model serving
- Implement model versioning and reproducibility
- Implement validation and rollback automation
- Monitor data drift and model drift
- Monitor model performance
- Operationalize LLM models in production
- Operationalize ML models in production
- Support Responsible AI governance
- Support enterprise AI platforms
Perks/Benefits
- Continuous learning
- Diverse and inclusive culture
- Success feedback and tools
- Transformative leadership
Skills/Tech-stack
AWS SageMaker | Azure Machine Learning | CI/CD | Data Drift | Experiment tracking | FastAPI | Feature Store | Flask | LLMOps | MLOps | Machine Learning | Model Drift | Model Monitoring | Model Registry | Model versioning | Observability | Python | REST API | Responsible AI
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
AI | AI/ML Ops Engineer | Engineer | ML Ops Engineer | MLOps Engineer | Ops Engineer
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