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Bellville: DevOps Engineer (AI/ML)

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Job Description

We’re looking for a DevOps Engineer with strong MLOps experience to help operationalize AI and Machine Learning models across the business. You will build and manage the cloud, infrastructure, and pipelines that allow Data Scientists and ML Engineers to deploy models into production safely, reliably, and at scale. This is a senior technical role where you will work closely with AI Engineers, Data Scientists, Cloud Architects, and business teams. You will also have the opportunity to mentor junior engineers and help shape the future of AI engineering within the organisation. What You Will Do Build and maintain CI/CD pipelines for AI/ML workloads. Implement DevOps practices for the full ML lifecycle (experiment train deploy monitor retrain). Deploy machine learning models in AWS, Azure, or GCP . Use containerization and orchestration tools such as Docker and Kubernetes . Manage AI/ML platforms such as MLflow, Kubeflow, SageMaker, or Vertex AI . Monitor models in production and set up alerts for performance, drift, and retraining . Troubleshoot issues across infrastructure, applications, and pipelines. Provide architectural input and help design scalable AI/ML environments. Document processes, build reusable frameworks, and support cross-functional teams. Mentor junior engineers and support continuous improvement in the team. What You’ll Need to Succeed Technical Skills Solid experience with DevOps tools : CI/CD, GitOps, Terraform/CloudFormation/Pulumi. Strong knowledge of containers and orchestration (Docker, Kubernetes, ECS/EKS/GKE). Experience deploying AI/ML solutions in cloud environments . Understanding of networking, cloud security , and distributed computing (Spark, Ray, Dask). Exposure to MLOps platforms (MLflow, Kubeflow, SageMaker, Vertex AI). Ability to troubleshoot complex infrastructure and model deployment issues. Qualifications Bachelor’s degree in Computer Science, Engineering, or similar (Master’s beneficial but not required). Relevant certifications welcome: AWS DevOps Engineer / Solutions Architect AWS Machine Learning Certified Kubernetes Administrator (CKA) CKAD or other Kubernetes credentials Who This Role Is Ideal For Someone who:

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How to Apply

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About IT / Computing / Software Jobs in Cape Town City Centre

Cape Town City Centre is home to a thriving IT and computing industry, with many multinational corporations and local businesses requiring skilled professionals to drive their digital transformation. Generally speaking, the job market in this field remains dynamic, with opportunities arising in various sectors such as technology, finance, and healthcare. Typically, these roles involve working on software development, data analysis, or IT project management.

Salary expectations for IT and computing professionals in Cape Town City Centre vary widely depending on factors like experience, company size, and industry sector. Generally, junior positions may start within the R200 000 – R400 000 per annum bracket, while senior roles can fetch salaries ranging from R800 000 to over R1 million per annum. However, it’s essential to note that these are broad estimates, and actual salaries can differ significantly depending on individual circumstances.

Common skills required for IT and computing roles in Cape Town City Centre include proficiency in programming languages such as Java, Python, or C++, knowledge of cloud-based platforms like AWS or Azure, and experience with data analysis tools like Tableau or Power BI. Other essential skills often include excellent communication, problem-solving, and project management skills.

The financial services sector is one industry where IT and computing professionals are often in high demand. Technology companies, software development firms, and manufacturing businesses also commonly employ individuals in this field. Additionally, the healthcare industry and government sectors are increasingly reliant on IT solutions to drive their operations.

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For those looking to establish a career in IT and computing, common progression paths include moving into senior technical roles or taking on leadership positions within software development teams. Many employers also offer opportunities for professional development through training programs, mentorship schemes, and continuous learning initiatives. Typically, experienced professionals can expect to take on more strategic roles, working closely with clients, stakeholders, or other high-level decision-makers to drive business growth and innovation.


This information provides general career guidance. Actual salaries and requirements vary by employer.



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