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    software developer: artificial intelligence - Pretoria, South Africa - Premium Consulting

    Premium Consulting
    Premium Consulting Pretoria, South Africa

    3 days ago

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    Description




    SOFTWARE DEVELOPER:
    ARTIFICIAL INTELLIGENCE (AI)

    KEY RESPONSIBILITIES:
    Develop innovative solutions in AI and remain well-versed in new technologies in the evolving AI space;
    Supervise/mentor junior staff in the area(s) of expertise;
    Generate and contribute towards science engineering and technology (SET) activity outputs e.g., reports, guidelines, system requirements, peer-reviewed publications, and technology and software packages;
    Understand and interpret client requirements by contributing to user requirement analysis and/or well-articulated proposals;
    Remain current in field of expertise with respect to new approaches in tools, methods or technologies;
    Participate in external task teams or committees in relevant domains;


    QUALIFICATIONS, SKILLS AND EXPERIENCE:
    A Bachelors degree in computer science/engineering, electrical/electronic engineering, information technology or related field with at least three years experience in Artificial Intelligence/Machine Learning (ML) and software development in Artificial Intelligence Technologies;
    An Honours or Masters degree will be advantageous;
    Applied machine-learning with regression, classification, etc. models for supervised learning;
    Big-data unsupervised learning;
    Data platform engineering;
    Building AI models with a deep learning framework such as TensorFlow, Keras or Theano;
    Bringing theoretical machine-learning approaches illustrated in academia research papers to actual implementations, i.e. implemented and deployed into large-scale production system certain advanced ML and applied ML algorithms;
    SS-F-HR-363 REV10 Advert template
    Cloud-based platforms: AWS, IBM Cloud, Azure;
    Understanding of transforming/implementing software/algorithms for use in real-life systems;
    Select hardware to run an ML model with the required latency;
    Supervise/mentor/develop junior staff;
    Must have knowledge and/or experience of object-orientated software engineering;

    Demonstrated skills in:

    analytical thinking, flexibility and adaptability, investigative orientation, planning and organising, problem solving, verbal and written communication, teamwork, self-management (planning, prioritising and time management includes the ability to work independently), systems level thinking, multi-disciplinary knowledge.

    Strong quantitative skills (mathematics/statistics/computer science);
    All international qualifications require an evaluation report / certificate issued by the South African Qualifications Authority (SAQA).
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