Decision Scientist
Capitec Bank Ltd.Sandton, Gauteng, South Africa19 days ago
Job descriptionHonours Degree in Mathematics or Statistics Masters Degree in Mathematics or Statistics At least 2 years' work experience in an analytical science role Statistical (predictive and classification) model development and deployment including traditional scoring (logistic regression with binning and missing value replacement - e.g., reject inference), Machine Learning (neural networks, SVM, random forests, etc.), and Quantitative Analysis (time value of money, etc.) Working in Cloud environments (e.g., Azure, AWS, and large relational databases) At least one Machine Learning language (e.g., Python or SAS Viya) Knowledge of relational database technologies Scorecard development and / or monitoring Basic business analysis and requirements gathering Basic general business knowledge (e.g., risk, compliance, and operations - such as NCR, POPIA, SARB, etc.) Knowledge of basic functional business area (e.g., Credit) environment Financial / Banking sector Business Credit environment / industry Numerical Reasoning skills Researching skills
We're on the lookout for energetic, self-motivated individuals who share our passion for service in the banking industry. To be part of the journey, follow the steps below :
- To see what life at Capitec is all about and complete a short assessment, please click here!
- Once you have completed the above finalize your application by clicking apply below
- To solve business problems, create new products and services, and improve processes through using the disciplines of data science, quantitative (financial) analysis, and traditional scoring techniques; translating active business data into usable strategic information.
- To look at ways of analysing and optimising data as it relates to a specific business area; framing data analysis in terms of the decision-making process for questions or business problems posed by a stakeholder.
- To help build and deliver Capitec's AI strategy, enabling data-led and improved business decision making.
- To design quantitative advanced analytics models that answer business questions and / or discover opportunities for improvement, increased revenue, or reduced costs.
Education (Minimum)
Education (Ideal or Preferred)
Experience and Knowledge
Minimum Experience and Knowledge :
Ideal Experience and Knowledge :
Skills
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Scientist Scientist • Sandton, Gauteng, South Africa
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