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  • Posted: Feb 20, 2020
    Deadline: Not specified
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    Capitec Bank is a South African commercial bank. As of February 2017 the bank was the third largest in South Africa with 120,000 customer opening new accounts per month. To simplify banking, we’ve developed an all-inclusive banking solution. Global One is the one solution that enables you to transact, save and access credit in realtime. We also believe...
    Read more about this company

     

    Machine Learning Engineer

    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.
       

    Qualifications

    • Grade 12 National Certificate / Vocational in Engineering - Other
    • A relevant tertiary qualification in Information Technology - Computer Science or Engineering - Electrical/Electronic

    Experience

    Minimum:
    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

    Knowledge

    Minimum:
    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


    Ideal:
    Knowledge of:

    • Data Science lifecycle
    • Distributed system design
    • Big data storage and processing solutions
    • Machine learning model architectures

    Competencies

    • Achieving Personal Work Goals and Objectives
    • Delivering Results and Meeting Customer Expectations
    • Working with People

    Additional Information

    • Clear criminal and credit record
    • A valid driver's license and own vehicle is required
    • Willingness to work or be available overtime and / or weekends if required
    • Ability and willingness to work in an open plan environment
    • Contactable via own mobile phone

    Method of Application

    Interested and qualified? Go to Capitec Bank on careers.capitecbank.co.za to apply

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