Data Science I-HO & SUPPORT-CVM CoE - Corporate Centre of Excellence
Bangalore, Karnataka, India
INR 2500K-4500K (estimate) Senior-level Full Time
Tasks
- Apply distillation and model optimization techniques
- Apply responsible AI and privacy techniques
- Benchmark and evaluate model performance
- Build classification regression and clustering models
- Collaborate with cross-functional teams to translate business problems into ML solutions
- Conduct exploratory data analysis
- Create synthetic data pipelines
- Deploy and monitor machine learning models
- Design AI agents and agentic workflows
- Develop machine learning models
- Document experiments and support reproducible pipelines
- Fine-tune and optimize large language models
- Implement LLM as a judge evaluation
- Implement security guardrails and content safety filters
- Perform data cleaning and feature engineering
- Track experiments and model versions
Perks/Benefits
- N/A
Skills/Tech-stack
AIOps | Adversarial Machine Learning | Airflow | CI/CD | Data Loss Prevention | Data loss | Deep learning | Differential Privacy | Distillation | Docker | Explainable AI | Fine Tuning | Git | Integrated gradients | K-anonymity | LIME | Language Models | Large Language Models | Loss prevention | MLOps | MLflow | Machine Learning | Model Evaluation | NumPy | Pandas | Prompt engineering | Pruning | PyTorch | Python | Quantization | RAG | Responsible AI | SHAP | SQL | Scikit-learn | Synthetic data | TensorFlow
Education
Roles
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