Capitec Bank Machine Learning Engineer Pipeline Jobs in South Africa

Capitec Bank Machine Learning Engineer Pipeline Jobs in South Africa


Purpose Statement

  • To build, implement, improve and support the AI platform 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

    Proven experience in:

  • 2+ yrs software development experience

  • Strong analytical and problem-solving skills

  • Expert in Python and SQL

  • Experience with the modern software development best practices, e.g.

  • agile software development

  • code reviews

  • unit testing

  • version control, e.g. git

  • CI/CD

  • Experience with microservice architectures

  • Experience working in an agile team

  • Experience with ML frameworks and tools (e.g. pandas, numpy, scikit-learn, TensorFlow, Pytorch, Spark MLlib)

  • Experience with modern ETL, compute and orchestration frameworks, e.g. Apache Spark, Apache Flink, Apache Kafka, etc.

  • Development experience in both Windows and Linux

  • Experience with container technologies, e.g. Docker, Kubernetes

    Ideal:

  • Experience in building machine learning or AI systems

  • Proficiency in R language

  • Experience deploying models to production

  • Experience building distributed systems

  • Experience with NoSQL databases

  • Experience working with ML platforms, e.g. MLflow, Kubeflow, etc.

  • Experience working with Data Science platforms, e.g. Dataiku, Domino, etc.

  • Experience with cloud-based infrastructure, e.g. Azure, AWS, GCP; ideally AWS.

    Qualifications
    (Minimum)


  • A relevant qualification in Information Technology - Computer Science or Engineering - Other.

    Qualifications (Ideal or Preferred)

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

    Must have knowledge of:

  • Object oriented and functional programming in Python.

  • Modern software development practices.

  • Database querying using SQL.

  • Data life cycle.

  • Machine learning concepts.

  • Machine learning model life cycle.

  • Microservice architectures.

    Knowledge of:

  • Data Science lifecycle.

  • Distributed system design.

  • Big data storage and processing solutions.

  • Machine learning model architectures.

    Skills

  • Analytical Skills.

  • Decision making skills.

  • Planning, organising and coordination skills.

  • Problem solving skills.

  • Researching skills.

    Competencies

  • Achieving Personal Work Goals and Objectives.

  • Delivering Results and Meeting Customer Expectations.

  • Working with People.

    How to Apply

  • For more information and job application details, see; Capitec Bank Machine Learning Engineer Pipeline Jobs in South Africa


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