AVP, Credit Risk Data Scientist, Credit Risk Modelling
SGP-Head Office, Singapore
SGD 163K-240K (estimate) Executive-level Full Time
Tasks
- Analyze large datasets
- Backtest model performance
- Coordinate with model validators
- Define model parameters and configurations
- Develop machine learning credit risk models
- Develop predictive models
- Ensure model governance compliance
- Identify patterns and trends
- Maintain machine learning credit risk models
- Monitor model performance
- Report model performance
- Respond to auditors and regulators
- Support allowance assessment
- Support capital assessment
- Support credit decisioning
Perks/Benefits
- Community initiatives
- Flexible benefits
- Learning opportunities
- Professional development
- Wellbeing programs
Skills/Tech-stack
Backtesting | Big Data | Credit Risk | Credit Stress | Credit risk modeling | Credit scorecards | Credit stress testing | Data analytics | DevOps | Economic Capital | Expected Credit Loss | Git | Hadoop | Hive | Internal Ratings | Jenkins | Jira | Machine Learning | Model Governance | Predictive Modeling | PyTorch | Risk Management | Risk Modeling | Scikit-learn | Spark | Stress Testing | TensorFlow | Trino
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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