Ai Engineer Johannesburg - Johannesburg
IQbusiness
IQbusiness is looking for a passionate and skilled AI/ML Engineer to join our AI Team. The ideal candidate will have technical expertise in AI/ML development, applications and optimisation. As an AI/ML Engineer in the AI Team, you will be consulting with various clients on the best strategy and solution to suit their needs. 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. Please Note: As all IQbusiness roles require honesty in the handling of or access to cash, finances, financial systems, or confidential information; our recruitment process requires that the following background checks be completed: credit, criminal, ID, and qualification verification. IQbusiness is committed to sustainable growth and transformation, we embrace diversity and employ previously disadvantaged individuals See Description See Description
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