Job Description

The Senior MLOps Engineer will be responsible for designing, implementing, and managing the end-to-end operational lifecycle of Machine Learning and Generative AI models. This includes model packaging, deployment, CI/CD automation, model monitoring, infrastructure management, governance, observability, and continuous optimization.

The role requires solid expertise in cloud infrastructure, DevOps, Kubernetes, ML platforms, model lifecycle management, and enterprise-scale AI deployment.

The ideal candidate will work closely with AI Engineers, Data Scientists, ML Engineers, AI Platform Engineers, Enterprise Architecture, Infrastructure, Information Security, and Digital Engineering teams to operationalize AI across the enterprise.
MLOps Platform Strategy
- Design and implement the enterprise MLOps platform.
- Define the operating model for AI and ML deployments.
- Establish standards for model lifecycle management.
- Develop reusable deployment templates and automation frameworks.
- Build scalable AI deployment capabilities across cloud and on-premise environments.




- Define engineering best practices for AI operations.
Machine Learning Lifecycle Management

Manage The Complete Lifecycle Of AI/ML Models Including
- Model Registration
- Version Control
- Model Packaging
- Model Validation
- Model Deployment
- Model Promotion
- Model Rollback
- Model Retirement
- Model Archiving

Implement automated governance throughout the ML lifecycle.
CI/CD for AI

Develop Automated CI/CD Pipelines For
- Machine Learning Models
- Generative AI Applications
- AI APIs
- Feature Engineering Pipelines
- Data Validation Pipelines
- Model Testing
- Prompt Evaluation
- AI Agent Deployments

Integrate deployment pipelines with enterprise DevOps processes.
Production Deployment

Deploy AI Solutions Across Enterprise Platforms Including
- Loan Origination Systems
- CRM
- Mobile Applications
- Customer Portals
- Contact Centre Platforms
- Collections Platforms
- Enterprise Da

📌 Chief manager (Mumbai)
🏢 HDB Financial Services
📍 Mumbai