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Machine Learning Engineer

2 months ago


Stellenbosch, Western Cape, South Africa Capitec Bank Full time
Purpose Statement

To empower our Data Science and Decision Science teams to work more efficiently by building, implementing, improving, and supporting platform enhancements that drive the Capitec AI strategy forward.

To collaborate in creating and delivering the AI strategy, ensuring Capitec remains competitive in a rapidly changing landscape. The effective use of AI technologies will be a key strategic differentiator in the future.

Key Responsibilities
  • Develop and deliver non-standard predictive models into a production environment
  • Work with Python and SQL to drive data-driven decision making
  • Apply modern software development best practices to ensure high-quality solutions
  • Collaborate with cross-functional teams to design and implement cloud-based data processing frameworks
  • Design and implement data structures and algorithms to drive business outcomes
Requirements
  • Masters Degree in Information Technology - Computer Science or Engineering - Other
  • Strong understanding of machine learning model life cycles
  • Knowledge of machine learning patterns and concepts
  • Understanding of distributed systems and data processing frameworks
  • Ability to debug code through common troubleshooting techniques
  • Predictive modeling 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