Senior Software Developer Artificial Intelligence - Gauteng
About the job:The organisation has a vacancy for Senior Software Developer: Artificial Intelligence in the Emerging Digital Technologies for fourth Industrial Revolution (EDT4IR) Research Centre within the Next Generation Enterprises and Institutions Cluster.Key responsibilities:Develop innovative solutions in AI and remain well-versed in new technologies in the evolving AI space;Design, develop and implement AI systems architecture and solutionsSupervise/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 Bachelor’s degree in computer science/engineering, electrical/electronic engineering, information technology or related field with at least five years’ experience in Artificial Intelligence/Machine Learning and software development in Artificial Intelligence Technologies;An Honours or Master’s degree will be advantageous;Experience in the following:Applied machine-learning with regression, classification, etc. models for supervised learning;Natural language processing and understanding, Large language models;Building multimodal models;Unstructured data;Big-data unsupervised learning;Data platform engineering;Demonstrated experience in bringing theoretical machine-learning approaches illustrated in academia research papers to actual implementations, i.e. implemented and deployed into largen-scale production system certain advanced ML and applied ML algorithms;Cloud-based platforms: AWS, IBM Cloud, Azure;Proficiency and experience building AI models with a deep learning framework such as TensorFlow, Keras or Theano;Ability to select hardware to run an ML model with the required latency;Exposure to Project Management;Understanding of transforming/implementing software/algorithms for use in real-life systems would be advantageous;Knowledge of programming in modern object orientated languages, with Open-Source development tools and platforms;Ability to demonstrate Object-orientated software engineering skills;Strong quantitative skills (mathematics/statistics/computer science);Demonstrated ability to supervise/mentor/develop junior staff;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.All international qualifications require an ev https://protool.gumtree.co.za/external-link-browser.html?urlaHR0cHM6Ly9lbi16YS53aGF0am9icy5jb20vY29vcG9iX19jcGxfX18xMTA4XzE3OTc3NV9fNDk3P3V0bV9zb3VyY2U9Z3VtdHJlZSZ1dG1fbWVkaXVtPWZlZWQma2V5d29yZD0&jid1781843&xid1108_179775
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