Credit Model Development Quantitative Expert
Tasks
- Build econometric, statistical, and machine learning models
- Commit and maintain model code in repository
- Communicate model outcomes impacts and business value
- Create data visualizations and clear analysis narratives
- Design implement and enhance internal controls
- Develop and build statistical and machine learning models
- Develop champion challenger models
- Generate actionable insights from model outputs
- Implement self healing model framework
- Lead code review for efficiency and accuracy
- Lead development with data clients and research approaches
- Maintain internal control standards including audit issue remediation
- Mentor data scientists on data drift prevention and data sourcing
- Review and adhere to risk and regulatory standards
- Select and refine models using performance stability metrics
- Solve challenging data related problems
Perks/Benefits
- N/A
Skills/Tech-stack
Classification | Clustering | Data Drift | Data cleaning | Econometrics | Logistic Regression | Management Studio | Model Risk Management | Model Validation | Model risk | Panel data | Python | R | Risk Management | SAS | SQL | SQL Server | SQL Server Management | SQL Server Management Studio | Sampling | Self Healing Models | Self-healing | Series analysis | Server Management Studio | Simulation | Stata | Time Series | Time Series Analysis
Education
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