Junior Data Scientist - South Africa
Capitec Bank Holdings
Apply by: 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. Purpose Statement To deliver the AI strategy to ensure Capitec can compete in a changing landscape where data science is a key future-oriented strategic differentiator. To design and implement predictive models or intelligent algorithms to better understand the drivers of business performance and enable improved management decision-making. Education (Minimum) Honours Degree in Mathematics or Statistics Education (Ideal or Preferred) Masters Degree Knowledge and Experience Experience Minimum: 1 years experience required is conditional on the qualifications obtained Experience in data science, machine learning and deployment of developed solutions Business analysis and requirements gathering Reproducible coding experience Working with relational and non-relational databases Experience in at least one ML language Ideal: Deliver predictive models into a production environment Knowledge Minimum: Have textbook data science knowledge - a solid understanding of state-of-the-art principles and techniques in at least one discipline of data science, e.g., NLP, Deep Learning etc. Solution and experimental design for model development Machine learning development and underlying theory and assumptions of techniques. Predictive modelling techniques (statistical and machine learning) and deployment Source control systems e.g., Git, Bitbucket, or similar Relational database technologies Data Science lifecycle and applicable skills within Ideal: Familiarity with modern deep learning frameworks (Tensorflow, PyTorch, MXNet, etc) Skills Analytical Skills Attention to Detail Problem solving skills Decision making skills Interpersonal & Relationship management Skills Researching skills Planning, organising and coordination skills Additional Information Clear criminal and credit record Capitec is committed to diversity, applications to this position will strictly be considered in support of our employment equity goals.
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