Manager II, Data Science (CECL Modeling)
Vienna, VA, United States
USD 78K-138K (estimate) Mid-level Full Time
Tasks
- Align models to GAAP
- Apply advanced statistical techniques
- Coach teams on data science methods
- Communicate insights to stakeholders
- Deploy CECL models
- Develop CECL predictive models
- Develop model budgets
- Document model governance
- Ensure data integrity
- Ensure model compliance with CECL
- Ensure model explainability and transparency
- Ensure model quality
- Establish data validation processes
- Establish model requirements
- Implement model execution
- Improve data quality and governance
- Integrate models into workflows
- Lead end-to-end model development
- Lead modeling function
- Manage budgets for initiatives
- Manage model lifecycle governance
- Manage teams of data scientists
- Mentor data scientists and analysts
- Monitor model performance
- Partner with Finance & Accounting
- Perform advanced analytics
- Plan resources for modeling initiatives
- Research and integrate new data science technologies
- Review code for accuracy and scalability
- Translate risk dynamics into insights
- Validate model accuracy
Perks/Benefits
- N/A
Skills/Tech-stack
Change Management | Competing Risk Models | Credit loss forecasting | Data Mining | Data Reconciliation | Data Storytelling | Data Visualization | Documentation | Exposure at Default | Hazard Modeling | Loss Given Default | Loss forecasting | Machine Learning | Model Governance | Model Risk Management | Model Validation | Model risk | Monitoring | Prepayment modeling | Probability of Default | Python | R | Risk Management | Risk models | SAS | SQL | Statistical modeling | Survival analysis | Version control
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
Data Science | Data Science Lead | Data Science Manager | Data Scientist | Lead | Manager | Science Lead | Scientist
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