Job Description
Key Responsibilities
- Work with leading banks' Risk Management teams on projects related to consumer and wholesale banking risk models.
- Develop, fine-tune, and implement programs using PySpark, Python, Scala on Big Data/Hadoop platforms.
- Enhance and deploy machine learning models based on business requirements.
- Participate in feature engineering, model training, scoring, and retraining processes.
- Architect and automate data pipelines and model jobs for production deployment.
- Conduct sophisticated statistical analysis using bureau/vendor data, customer performance data, and macroeconomic data.
- Implement code validation, model deployment, and system integration using distributed systems like Hadoop, Spark, and MapReduce.
- Act as a liaison between business and IT to communicate requirements, constraints, and strategy.
- Stay updated with regulatory requirements and ensure compliance in all impleme...
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