AI Specialist / Business Analyst - Credit Origination & Early Warning Signals
Singapore, Singapore, Singapore
SGD 90K-130K (estimate) Mid-level Full Time
Tasks
- Analyze credit origination business requirements
- Coordinate UAT planning and defect resolution
- Create BRD and FRD and user stories
- Create automated alerts for high risk accounts
- Create process flows and solution documentation
- Define feature engineering requirements
- Define lending business rules and model requirements
- Design early warning signal frameworks
- Develop delinquency and default prediction models
- Develop risk indicators using internal data and external data
- Enhance loan application assessment using machine learning
- Ensure AI solutions meet regulatory guidelines
- Facilitate requirement gathering workshops
- Manage portfolio risk monitoring using predictive models
- Monitor AI model performance
- Monitor borrower behavior and repayment patterns
- Optimize credit approval workflows
- Support AI customer scoring models
- Support generative AI use cases in lending operations
- Support model governance and explainability and fairness and audit
- Translate business requirements into analytical models
- Validate and test AI models
Perks/Benefits
- N/A
Skills/Tech-stack
Agile | Artificial Intelligence | Auditability | BRD | Basel frameworks | Credit Risk | Credit decisioning | Credit origination | Data Quality | Data analytics | Default Prediction | Early Warning | Early Warning Signals | FRD | Feature Engineering | Gap Analysis | Generative AI | IFRS 9 | Loan Delinquency | Loan underwriting | Machine Learning | Model Validation | Portfolio monitoring | Power BI | Predictive Analytics | Process Mapping | Python | Risk scoring | SQL | Scrum | Tableau | User stories
Education
N/A
Roles
AI | AI Specialist | Analyst | Business Analyst | Specialist
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