MLOps Engineer: AI Infrastructure & Deployments

Placements24; East London; Híbrido; ZAR 600 000 - 1 200 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Health insurance

Retirement contributions

Paid time off

Hybrid work arrangement

Professional development

Resumo da oferta

WhatJobs Direct in East London, Eastern Cape, ZA, is seeking an experienced MLOps Engineer to build and maintain the ML infrastructure enabling our AI lifecycle. You will automate deployment, scaling, monitoring, and management of models in production.

Collaborate with data scientists, ML engineers, and software developers to ensure reliable AI systems. The role blends software engineering, DevOps, and ML workflow knowledge, with opportunities to grow in a growing AI environment.

Qualificações

• Bachelor's degree in Computer Science, Engineering, or a related field.
• 3+ years of experience in DevOps, software engineering, or MLOps.
• Proficiency in Python scripting.
• Experience with cloud platforms (AWS, Azure, GCP) and containerization.
• Familiarity with CI/CD tools like Jenkins, GitLab CI, or GitHub Actions.
• Understanding of machine learning concepts and the ML lifecycle.

Responsabilidades

• Design, build, and maintain CI/CD pipelines for ML models.
• Automate the deployment, scaling, and monitoring of ML models in production.
• Develop and manage infrastructure for ML training, data pipelines, and model serving.
• Implement tools and processes for version control of data, code, and models.
• Monitor ML system performance, identify bottlenecks, and implement optimizations.
• Collaborate with data scientists and ML engineers to troubleshoot and resolve production issues.
• Ensure the security, reliability, and scalability of the ML infrastructure.
• Stay up-to-date with the latest MLOps tools, technologies, and best practices.

Conhecimentos

Python

CI/CD

Docker

Kubernetes

Terraform

Ansible

Cloud platforms

MLOps

Formação académica

Bachelor's degree in Computer Science, Engineering, or a related field

Ferramentas

Jenkins

GitLab CI

GitHub Actions

Descrição da oferta de emprego

WhatJobs Direct in East London, Eastern Cape, ZA, is seeking an experienced MLOps Engineer to build and maintain the ML infrastructure enabling our AI lifecycle. You will automate deployment, scaling, monitoring, and management of models in production.

Collaborate with data scientists, ML engineers, and software developers to ensure reliable AI systems. The role blends software engineering, DevOps, and ML workflow knowledge, with opportunities to grow in a growing AI environment.