Senior Machine Learning Infrastructure Engineer

2 days ago


Sandton, South Africa Siri Technologies Full time

About Siri Technologies

We are a leading technology company based in Sandton, seeking an experienced Senior Machine Learning Infrastructure Engineer to join our Private Bank Technical Business Intelligence Team.

Estimated Salary: R1 200 000 - R1 500 000 per annum

The successful candidate will be responsible for deploying, maintaining, and monitoring machine learning models on Microsoft Azure. We require someone with extensive experience in cloud infrastructure, Kubernetes, deployment pipelines, and a deep understanding of machine learning.

Key Responsibilities:

  • Deliver strategic goals and business objectives through the deployment and maintenance of machine learning models
  • Maintain platform stability by ensuring high availability and reliability of the machine learning infrastructure
  • Design and build solutions focused on efficiency, using strong design and solutioning experience across multiple technologies and understanding of Cloud DevOps services and hosting
  • Collaborate with data scientists for seamless deployment of models and provide technical guidance and support throughout the release process
  • Monitor and optimize the performance of machine learning models in production, conducting regular security assessments and ensuring compliance with industry standards and best practices

Requirements:

  • Minimum BSc Computer Science, Engineering, or related field
  • At least 5 years of experience in ML Operations or a similar role
  • Extensive experience with Microsoft Azure, Azure pipelines, Functions, and ML offerings
  • Knowledge of containerization technologies (Docker, Kubernetes, Rancher)
  • Strong programming skills in Python, FastAPI, Redis, and SQL
  • Strong understanding of Software Engineering concepts and excellent problem-solving skills
  • Knowledge of machine learning frameworks such as TensorFlow, PyTorch, etc.
  • Experience with monitoring and logging tools (e.g. Grafana, Kibana, etc.)


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