Lead Data Scientist (m/f/d)
Tasks
- Build loss database
- Create limit and exposure steering insights
- Design and maintain end to end machine learning pipelines
- Design and train machine learning models
- Develop cloud based data science solutions
- Develop early warning systems
- Develop portfolio insights
- Implement MLOps with CI/CD model registry monitoring and quality checks
- Implement model explainability
- Mentor data scientists
- Monitor model drift
- Own risk model end to end
- Perform calibration and backtesting
Perks/Benefits
Skills/Tech-stack
Backtesting | CI/CD | Calibration | Clustering | Credit Risk | Credit risk modeling | Data Quality | Drift monitoring | EAD | ECL | Explainability | Feature Engineering | Generative AI | IFRS 9 | LGD | LLM | Language Models | Large Language Models | MLOps | Machine Learning | Machine Learning Pipelines | Model Monitoring | Model Registry | PD | Power BI | Python | RAG | Regression | Risk Modeling | SAP | SHAP | SQL | Series analysis | Time Series | Time Series Analysis
Education
N/A
Roles
Data Scientist | Lead | Lead Data | Lead Data Scientist | Scientist
Regions
Countries
States
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