Senior Data Scientist
wePlaceCape Town, South Africa30+ days ago
Job descriptionLength of experience required is conditional on the qualifications obtained Masters degree or equivalent in a quantitative discipline or STEM field e.g. Mathematics, Statistics, Engineering, Computer Science with focus on Machine Learning, plus 6yrs relevant experience or equivalent Honours Degree or equivalent and relevant technical qualifications, plus 8yrs relevant experience. 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 Working in cloud environments Working with multiple teams to deliver predictive models into a production environment Stakeholder management at Executive and senior management level Deep understanding of state of the art and emerging principles and techniques in at least one discipline of data science, e.g., NLP, Deep Learning etc. and can teach to a broad and wide technical audience. Underlying theory and application of machine learning models; able to understand underlying principles and theory and be able to teach others. Familiarity with modern deep learning frameworks (Tensorflow, PyTorch, MXNet, etc). Best practices for data science. Ethical AI design principles Analytical Skills Attention to Detail Communications Skills Problem solving skills Decision making skills Interpersonal & Relationship management Skills Planning, organising and coordination skill Clear criminal and credit record
Purpose Statement
- To deliver the AI strategy to ensure the Bank 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.
- Minimum Education : Honours Degree in Data Science
- Ideal / preferred Education : Masters Degree in Data Scienc
Minimum Experience
Ideal Experience
Minimum Knowledge
Skills
Additional Information
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Senior Data Scientist • Cape Town, South Africa
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