Senior Associate - Data Science/Applied AI ML
Mumbai, Maharashtra, India
INR 1400K-2400K (estimate) Mid-level Full Time
Tasks
- Apply supervised unsupervised and semi supervised learning
- Collaborate with MLOps for CI CD and model versioning
- Conduct bias and fairness checks
- Design production machine learning solutions
- Develop GenAI and LLM solutions for unstructured text
- Develop trade surveillance and financial crime models
- Execute model validation calibration and thresholding
- Generate interpretable reason codes and explanations
- Implement automated monitoring and alerting
- Implement model lifecycle from problem framing to retraining
- Incorporate human in the loop feedback
- Monitor model drift and performance
- Perform feature engineering and data quality checks
- Run back testing and stability analysis
- Support model governance documentation and test results
- Translate typologies into defensible machine learning controls
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Backtesting | Bias/fairness | CI/CD | Classification | Clustering | Concept drift | Data Drift | Data Quality | Explainability | Feature Engineering | LIME | MLOps | Machine Learning | Model Monitoring | Model Registry | Model calibration | Model versioning | Pandas | PySpark | Python | SHAP | Scikit-learn | Semi-Supervised Learning | Semi-supervised | Spark | Supervised Learning | Threshold Optimization | Unsupervised Learning
Education
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