Capitec Bank
Junior Data Scientist
Job Description
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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:
1. To see what life at Capitec is all about and complete a short assessment, please click here!
2. 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.