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GirnarSoft
Full Stack MLOps Engineer (Databricks / ML Applications)
GirnarSoft · posted 5 months ago
bglore
About the role
Full Stack MLOps Engineer (Databricks / ML Applications)
Location: India
Overview
We are looking for a Full Stack MLOps Engineer who can build and productionize ML-powered applications using Databricks. This role combines ML engineering, DevOps, and backend development to deliver scalable, production-ready solutions.
Key Responsibilities
- Build and deploy ML applications on Databricks (end-to-end)
- Develop CI/CD pipelines for ML workflows and data pipelines
- Work with Databricks (Delta Lake, notebooks, jobs, workflows)
- Build APIs (Python/FastAPI) to serve ML models
- Containerize and deploy applications using Docker & Kubernetes
- Implement monitoring, logging, and model performance tracking
- Collaborate with data scientists to productionize models
Required Skills
- Strong experience with Databricks (must-have)
- Hands-on with Python + ML frameworks (scikit-learn, PyTorch, etc.)
- Experience with CI/CD and MLOps workflows
- Knowledge of Docker, Kubernetes
- Experience building APIs / backend services
- Understanding of ML lifecycle (train → deploy → monitor)