Lead Data scientist
Bangalore–Embassy Business Hub, India
INR 3000K-5400K (estimate) Senior-level Full Time
Tasks
- Automate dataset version management and scheduled retraining
- Build CI CD for ML systems
- Build and automate dashboards and SQL driven analytics
- Build automated ML pipelines for training evaluation and deployment
- Build enterprise LLM applications with retrieval augmented generation
- Build experimentation workflows
- Deploy real time and batch inference on Azure
- Design, train, and optimize machine learning models
- Ensure data quality harmonization and governance
- Ensure reproducibility and maintainability
- Implement LLM tool use and function calling
- Implement model lifecycle management
- Implement observability for model performance and drift
- Implement systematic LLM evaluation and quality gates
- Own analytics outputs as products
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Azure | CI/CD | Data Drift | Deep learning | Docker | Embeddings | Function Calling | LLM Evaluation | MLOps | Machine Learning | Model Deployment | Model Monitoring | Model Registry | NLP | Observability | Prompt engineering | Python | Quality metrics | RAG | Recommendation Systems | Retrieval Quality | Retrieval Quality Metrics | SQL | Series forecasting | Time Series | Time Series Forecasting | Vector Databases
Education
N/A
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