Senior Data Scientist - Credit Risk
Singapore, Singapore, Singapore
SGD 146K-207K (estimate) Senior-level Full Time
Tasks
- Automate model workflows for reproducibility and governance
- Build dashboards self serve tools and monitoring frameworks
- Calibrate scoring logic and business rules
- Conduct deep dive analyses to find trends and actionable insights
- Create and maintain model documentation and assumptions
- Design build and deploy machine learning models for credit risk
- Develop predictive models for fraud detection and customer segmentation
- Develop scalable model pipelines for training validation deployment and monitoring
- Lead data science initiatives from problem scoping to delivery
- Mentor junior data scientists and analysts
- Perform model governance through internal review and sign off
Perks/Benefits
- Company laptop
- Flexible working
- Health insurance
- Mental health and wellness support
- Observed holidays
- Paid vacation
- Well-being coaching
Skills/Tech-stack
Credit Scoring | Customer Segmentation | Data Pipelines | Fraud Detection | MLOps | Machine Learning | Model Governance | Model Monitoring | Regulatory Compliance | Risk Modeling | Statistical Analysis
Education
N/A
Roles
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