Senior Quantitative Analytics Specialist
111442-IND-BENGALURU-INTL BLR BLK B3 PETUNIA, India
INR 2502K-2877K (estimate) Senior-level Full Time
Tasks
- Build and maintain modular codebase
- Build and validate machine learning models
- Build end-to-end machine learning pipelines
- Collaborate with regulators and auditors
- Deploy models to production with technology teams
- Develop prototypes for feasibility
- Develop statistical models
- Evaluate model performance and metrics
- Forecast losses and compute capital requirements
- Implement and document analytics solutions
- Manage market risk and credit risk
- Manage operational risk
- Prepare regulatory documentation and model governance
- Process and analyze large datasets with SQL
- Tune model performance for regulatory requirements
Perks/Benefits
- N/A
Skills/Tech-stack
AUC | Apache Spark | BigQuery | Cloudera | F-statistics | H2O | Hadoop | Hortonworks | Keras | Linear Regression | Logistic Regression | MapR | Matplotlib | NumPy | Pandas | PySpark | PyTorch | Python | ROC | Random Forest | SQL | Scikit-learn | Series analysis | Support Vector Machines | TensorFlow | Teradata Aster | Time Series | Time Series Analysis | Vector machines | XGBoost
Education
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