- Johannesburg
- Salary: Market Related
- Job Type: Permanent
- Sectors: Technology Consulting
- Reference: 99453
Vacancy Details
Employer: IQbusiness South Africa
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
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About IQbusiness South Africa
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. Our flexible, Agile approach includes:
CONSULTING:
Assigning our teams to design and implement solutions
RESEARCH:
Leveraging our research and that of our partners
CONTRACTING:
Deploying our experts to fill skills gaps
While we are a for-profit company, we are a mindful and purposeful one too. As a certified B Corporation and Conscious Companies Award winner, we are committed to using our business as a force for good to help grow people, organisations, and Africa.
Visit www.iqbusiness.net for more.
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