TC
Lead, Credit Modeller & Data Scientist
The Concept Group
Nigeria · Hybrid Full-time Lead 4d ago
About the role
Job Summary
We are seeking an experienced Lead, Credit Modeller & Data Scientist to drive the development and optimization of credit risk models and data-driven decision systems. This role will play a critical part in enhancing credit underwriting, portfolio performance, and risk analytics using advanced statistical and machine learning techniques.
Key Responsibilities
Credit Risk Modelling
- Develop and manage credit scoring models (application, behavioral, and collections).
- Build PD, LGD, and EAD models in line with IFRS 9 requirements.
- Conduct portfolio analysis, forecasting, and risk segmentation.
Machine Learning & Analytics
- Design and deploy predictive models (e.g., fraud detection, churn, collections).
- Apply machine learning techniques to improve decision-making and reduce risk exposure.
Model Validation & Monitoring
- Track model performance using key metrics (AUC, Gini, KS, ROC).
- Perform regular back-testing, validation, and recalibration.
Data & Infrastructure
- Ensure data quality, consistency, and governance standards.
- Collaborate with data engineering teams to build scalable pipelines.
Portfolio & Strategy
- Analyze portfolio trends (NPLs, ECL, roll rates).
- Support credit policy and risk strategy with data insights.
Automation & Decision Systems
- Integrate models into automated credit decision engines.
- Support digital lending and real-time risk assessment.
Leadership
- Lead and mentor a team of analysts and data scientists.
- Present insights to senior stakeholders and regulators.
Requirements
- Bachelor’s or Master’s degree in a quantitative field (Statistics, Mathematics, Data Science, Finance, etc.)
- 5–10+ years of experience in credit risk modelling or data science
- Strong knowledge of IFRS 9, Basel frameworks, and credit risk analytics
- Proficiency in Python, R, SQL, or SAS
- Experience with BI tools (Power BI, Tableau)
- Strong leadership and stakeholder management skills
How to Apply
Interested and qualified candidates should apply via Indeed with an updated CV.
Work Location
Hybrid remote in Yaba
Skills
IFRS 9Power BIPythonRSASSQLTableau
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