Data Scientist, AVP
Bangalore, India
INR 4000K-5199K (estimate) Executive-level Full Time
Tasks
- Apply responsible AI and model governance
- Architect generative AI applications
- Build experimentation frameworks
- Build features and develop models
- Build knowledge graphs
- Build retrieval-augmented generation (RAG) systems
- Create embeddings for search
- Create reusable AI assets
- Define model evaluation best practices
- Deploy and operationalize models
- Detect anomalies
- Develop error taxonomy and explainability
- Develop graph based reasoning engines
- Develop prompt engineering solutions
- Ensure regulatory compliance
- Evaluate and benchmark models
- Fine-tune models
- Frame business problems for AI ML
- Implement MLOps and LLMOps pipelines
- Implement semantic search
- Implement vector search
- Integrate models into enterprise workflows
- Lead end-to-end AI/ML delivery
- Mentor data scientists
- Monitor model performance
- Optimize for scalability and reliability
- Perform data exploration
- Perform experiment tracking
- Productionize models with engineering teams
Perks/Benefits
- Employee networks
- Flexible work/life support
- Inclusive development opportunities
- Paid volunteer days
Skills/Tech-stack
AWS | Anomaly Detection | Apache Spark | Azure | Benchmarking | CI/CD | Databricks | Embeddings | Experiment tracking | Explainability | Fine Tuning | Generative AI | Graph Databases | Graph Neural Networks | Keras | Knowledge graphs | LLMOps | Langchain | Language Models | Language Processing | Large Language Models | Llamaindex | MLOps | Machine Learning | Model Evaluation | Model Governance | Model Monitoring | Model versioning | Natural Language | Natural Language Processing | Neural Networks | Prompt engineering | PyTorch | Python | RAG | Responsible AI | Retrieval-Augmented Generation | SQL | Scikit-learn | Semantic Search | TensorFlow | Testing | Vector Databases | Vector Search
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
Data Scientist | Lead | Lead Data | Lead Data Scientist | Scientist
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