Data Scientist

2 weeks ago

Stellenbosch, South Africa Truffle Full time

Data Scientist – Credit Modelling & Predictive Analytics A prominent player in the financial services sector is expanding its credit modelling capabilities and seeking a highly capable Data Scientist to strengthen its team. Renowned for its innovative use of data in driving strategic decision‑making, this organization offers a dynamic environment where cutting‑edge modelling and machine learning techniques are central to the approach. The team values collaboration, curiosity, and rapid delivery – and is looking for someone who thrives in high‑velocity environments with tangible impact. Responsibilities Design and deploy credit scorecards and behavioural models to predict repayment performance. Leverage logistic regression and machine learning techniques such as XGBoost and Random Forests. Collaborate closely with data engineers to ensure model‑ready, high‑quality data pipelines. Ensure rigorous testing, validation, and monitoring of models in production. Support and contribute to a robust MLOps framework for rapid model deployment. Experience Requirements 5+ years’ experience in data science, with a strong emphasis on credit modelling in Python. Proven track record in building, validating, and deploying models into production environments. Strong grasp of the credit risk lifecycle and relevant business impacts. Familiarity with ML tools and libraries (e.g., XGBoost, Scikit‑learn). Ability to work effectively under tight timelines (30‑day model delivery cycles are common). Preference will be given to candidates with experience in fast‑paced, high‑accountability teams. Education Requirements Bachelor’s or Master’s degree in a STEM field (e.g., Actuarial Science, Mathematics, Statistics, Engineering, or related). PhD candidates will be considered if they can demonstrate applied, hands‑on modelling experience. By submitting your application, you consent to Truffle processing your personal information in line with the Protection of Personal Information Act (POPI). If you have not received a response within two weeks, please consider your application unsuccessful. Job Details Seniority level: Mid‑Senior Employment type: Full‑time Job function: Analyst and Engineering #J-18808-Ljbffr

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