Junior Data Modeller
Core
Build, test, and maintain predictive credit risk models and scorecards using statistical techniques to support clients' lending and customer decisions.
Role type
Junior IC data modeller (credit risk)
Builds
Predictive credit risk models and analytical solutions
Domain
Financial services / Credit risk
Deliverable
production ML models
Required skills
Python (Pandas, Numpy, scikit-learn), SQL, PySpark, statistical software packages, regression analysis, machine learning, probability, statistical inference, optimization algorithms, linear algebra, calculus
Preferred skills
BI Tools (Tableau, Power BI), GenAI tools
Technologies
Python, PySpark, SQL, Pandas, Numpy, scikit-learn, Tableau, Power BI, GenAI
Responsibilities
Analyse large datasets to identify patterns, trends, and risk drivers; Prepare and transform data for modelling; Monitor and validate model performance; Use GenAI and analytical tools to automate tasks and enhance insights; Apply continuous improvement mindset to identify data issues and process inefficiencies; Work with internal teams and clients to understand business requirements and deliver analytical solutions.
Seniority
Junior, hands-on IC
