Software Engr II
Bengaluru, Karnataka, India
INR 2500K-4800K (estimate) Senior-level Full Time
Tasks
- Build CI CD pipelines for inference deployment
- Build data pipelines for RAG on edge devices
- Collect label and manage datasets
- Convert experimental code into modular Python packages
- Convert notebook logic into production Python modules
- Create data processing pipelines for real time inputs
- Deploy containerized models to edge devices with Azure IoT Edge
- Design and deploy AI ML platform services
- Develop production Python APIs with FastAPI
- Drive cost optimization for cloud compute and storage
- Implement ML orchestration workflows
- Implement observability monitoring and alerting for ML services
- Integrate AI workloads with ML Ops and tracing
- Integrate and run AI models on local hardware
- Manage full lifecycle of models in Azure Machine Learning Studio
- Monitor and optimize edge inference under hardware limits
- Process data inputs and handle model outputs efficiently
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | Azure Data | Azure Data Lake | Azure IoT | Azure IoT Edge | Azure Machine Learning | Azure Machine Learning Studio | BigQuery | CI/CD | Containerization | Data Lake | Databricks | Edge AI | Experiment tracking | FastAPI | Feature Engineering | IoT Edge | Knowledge graphs | Kubernetes | LLM orchestration | Langchain | Langgraph | Langsmith | ML Ops | MLflow | Machine Learning Studio | Monitoring | NVIDIA Jetson | Observability | Ontology Engineering | Python | RAG | Semantic Web
Education
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