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  • Posted: Jul 24, 2024
    Deadline: Not specified
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    IQbusiness is the largest independent management consulting firm in South Africa. Since 1998, we have helped our clients solve their problems by providing innovative, fast and cost-effective solutions. Our methods and frameworks, drawn from our 20 years of international and local experience, allow us to deliver client value early and continuously
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    AI/MI Engineer

    Responsibilities:

    • Improve Existing AI Applications: Boost the performance, scalability, and robustness of current AI applications, ensuring they match changing business needs.
    • Innovation and Development: Contribute towards the design, development, deployment, and maintenance of scalable AI/ML embedded applications, driving operational and commercial success across diverse business use cases.
    • Perform User-Centric Testing: Conduct experiments and tests of AI solutions with end users, iterating based on feedback to achieve optimal performance and user satisfaction.
    • Finetune and optimise predictive models: Apply state-of-the-art techniques and frameworks to create, train, and evaluate machine learning as well as open-source LLM foundation models
    • Build RAG and Agentic pipelines: Develop and implement robust and efficient pipelines for RAG and Agentic frameworks, enhancing the capabilities and performance of our AI solutions.

    Education and Experience:

    • Bachelor’s degree in computer science, Engineering, Data Science or a related field. Relevant certifications in AI/ML or related fields are highly
    • Minimum 4 years of experience in AI/ML engineering or related roles (e.g., data science, software dev)
    • Working knowledge in LLMs and Generative AI: Proven experience in developing solutions or proof of concepts with Large Language Models, including familiarity with frameworks such as LangChain, LlamaIndex
    • Proficiency in Python: Extensive experience in Python, with a track record of writing production-quality backend code.
    • Statistical and ML Knowledge: Good understanding of statistical fundamentals and machine learning theory, with practical application in real-world projects.
    • Experience with Application Containerization: Strong experience in application containerization technologies, such as Docker and Kubernetes, ensuring scalability and maintainability.
    • Adaptability and Resilience: Ability to excel in a dynamic environment with evolving objectives and user needs, demonstrating flexibility and resilience.
    • Cloud Application Development: Experience in developing and deploying applications on Azure.

    Advantageous Experience and Skills:

    • Experience with MLOps/LLMOps: Knowledge of MLOps/LLMOps practices, enhancing the lifecycle management of machine learning and language model operations.
    • Front-End Development Skills: Proficiency in front-end technologies such as JavaScript, React, HTML, and CSS, enabling seamless integration of AI solutions.
    • Industry-Specific Experience: Background in insurance, banking services, or a similar field is advantageous, providing relevant context and understanding of industry-specific challenges and opportunities.

    Method of Application

    Interested and qualified? Go to IQbusiness on iqbusinesscareers.simplify.hr to apply

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