Related skills
sql python pandas loan pricing scikit-learnπ Description
- Building and refining credit scoring and risk modelling across multiple markets
- Developing and testing ML models for loan eligibility and pricing with A/B testing
- Continuously improving eligibility criteria by analysing repayment data and features
- Collaborating with engineers, data scientists, growth, and commercial teams to production
- Shape lending strategy for millions of customers across Africa
π― Requirements
- Experience building predictive models, esp. credit scoring or risk models
- Strong ML background with model development, validation, deployment, monitoring
- Proficiency in Python, SQL, scikit-learn, pandas, numpy
- Experience with feature engineering and hyperparameter tuning
- Translate model outputs into actionable business strategies
- Cross-functional collaboration with product, engineering, and commercial teams
π Benefits
- Fully remote role within UTC -1 to UTC +3 time zones
- Work with diverse teams across UK, Europe, and Africa
- Professional development programmes and coaching partnerships
- Family-friendly policies and flexible working arrangements
- Well-being support and career growth opportunities
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