Machine Learning Engineer

5 days ago


Stellenbosch, South Africa Capitec Full time

Purpose Statement

- To enable Data Scientists and Decision Scientists to do work more efficiently; build, implement, improve and support platform improvements which will support delivery of the Capitec AI strategy.
- To collaborate in creating and delivering the AI strategy to ensure Capitec is able to compete in a fast-changing landscape. The effective use of AI technologies will be a key strategic differentiator in the future.

Experience

NB: Length of experience for Machine Learning Engineers is conditional on the qualifications obtained

- Machine learning and software development experience
- Delivering nonstandard predictive models into a production environment
- Working with Python and SQL
- Experience with the modern software development best practices,
- Working in cloud environments.
- Experience with big data processing frameworks

Qualifications (Minimum)

- Masters Degree in Information Technology - Computer Science or Engineering - Other

Qualifications (Ideal or Preferred)

Knowledge

- Machine learning model life cycle
- Knowledge of machine learning patterns and concepts
- Understanding of distributed systems
- Understand a broad range of data structures and algorithms, and which to use
- Knowledge of engineering and operational excellence best practices
- Ability to debug code through common troubleshooting techniques such as metrics, logs and traces
- Predictive modelling techniques (statistical and machine learning) and deployment

Skills

- Analytical Skills
- Decision making skills
- Planning, organising and coordination skills
- Problem solving skills
- Researching skills

Conditions of Employment

- Clear criminal and credit record



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