Principal Data Scientist (m/f/d)
Tasks
- Build cloud data science solutions in Python and SQL
- Build end-to-end machine learning pipelines
- Build loss databases
- Calibrate risk models
- Design feature strategy
- Develop early warning systems
- Develop limit and exposure steering insights
- Generate portfolio insights
- Handle model incidents
- Implement model explainability
- Maintain MLOps CI CD standards
- Manage model registry and monitoring
- Mentor other data scientists
- Monitor model drift
- Own smart risk engine end to end
- Perform data quality checks
- Run backtesting
- Train and retrain risk models
Perks/Benefits
Skills/Tech-stack
Backtesting | CI/CD | Credit Risk | Data Pipelines | Data Quality | ECL | Exposure at Default | IFRS 9 | Language Models | Language Processing | Large Language Models | Loss Given Default | MLOps | Machine Learning | Model Explainability | Model Monitoring | Model Registry | Model calibration | Natural Language | Natural Language Processing | Power BI | Probability of Default | Python | RAG | Regression | Retrieval-Augmented Generation | SAP | SHAP | SQL | Series analysis | Time Series | Time Series Analysis
Education
Roles
Data Scientist | Principal | Principal Data Scientist | Scientist
Regions
Countries
States
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