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
- Build feature engineering pipelines
- Design production machine learning solutions
- Develop trade surveillance and financial crime models
- Execute backtesting and stability analysis
- Generate interpretable reason codes and explanations
- Implement automated monitoring workflows
- Incorporate human in the loop feedback
- Monitor data drift and model performance
- Optimize thresholds for precision and recall
- Partner with MLOps for CI CD and model versioning
- Perform bias and fairness checks
- Support model governance documentation and validation tests
- Train validate and calibrate machine learning models
- Translate typologies into defensible ML controls
- Use LLMs for text summarization and signal extraction
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Bias and fairness | CI/CD | Classification | Clustering | Data Drift | Feature Engineering | Graph Features | Imbalanced Learning | LIME | MLOps | Machine Learning | Model Monitoring | Model calibration | Model versioning | PR AUC | Precision-recall | Python | SHAP | Semi-Supervised Learning | Semi-supervised | Supervised Learning | Threshold Optimization | Unsupervised Learning
Education
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