MLOps Engineer
BengaluruFull-time4–8 yrsPosted 1 week ago
Senior data science role at UST in Bengaluru. Needs 4+ years.
About the role
Build end-to-end pipelines — data ingestion, training, evaluation, packaging, versioning, and deployment. Develop and maintain Jenkins CI/CD for Dev → QA → Production promotion with multi-stage gates. Deploy model-serving APIs on AKS using FastAPI and vLLM; apply ONNX/TensorRT optimizations. Set up observability — drift detection (Evidently AI), Prometheus/Grafana, Azure Monitor.
What you'll do
- Build end-to-end pipelines — data ingestion, training, evaluation, packaging, versioning, and deployment
- Develop and maintain Jenkins CI/CD for Dev → QA → Production promotion with multi-stage gates
- Set up observability — drift detection (Evidently AI), Prometheus/Grafana, Azure Monitor
What you need
- MLOps
- Machine learning
- SQL
- Python
- Azure
- AWS
Good to have
- LLMs
- Airflow
- Terraform
- Databricks
- Spark
- FastAPI