Machine Learning, Operations Engineer - Dubai

Kingston Stanley

  • Dubai
  • Permanent
  • Full-time
  • 2 months ago
Machine Learning, Operations Engineer - DubaiThis role is full time and required to work on site, location (Dubai Airport).As a Machine Learning, Operations Engineer you will be responsible for:
  • Deploying, monitoring, and maintaining machine learning models in multiple environments
  • Ensure seamless integration & efficient operation of machine learning solutions infrastructure.
Responsibilities
  • Model Deployment and Monitoring Deploy machine learning models into production environments and implement robust monitoring solutions for performance and reliability.
  • Infrastructure Management Work closely with DevOps and IT teams to maintain and enhance the infrastructure required for machine learning operations, leveraging cloud platforms and containerization technologies.
  • Automation Develop and maintain automation scripts and tools for model deployment, scaling, and monitoring to streamline machine learning operations workflows.
  • Collaboration Collaborate with data scientists, software engineers, and other stakeholders to understand model requirements, integration needs, and performance expectations.
  • Troubleshooting Investigate and resolve issues related to machine learning model deployment, performance, and scalability in a timely manner.
  • Security and Compliance Ensure machine learning operations adhere to security and compliance standards, implementing best practices for data privacy and model governance.
Skills & Background
  • Experience in deploying and maintaining machine learning models in production environments.
  • Proficiency in cloud platforms
  • Strong programming skills in languages Python
  • Experience with relevant frameworks (e.g., TensorFlow, PyTorch).
  • Familiarity with containerization technologies (Docker, Kubernetes).
  • Solid understanding of DevOps practices and tools.
  • Experience with continuous integration and continuous deployment (CI/CD) pipelines.
  • Knowledge of machine learning model serving platforms.
  • Experience in data engineering and data pipeline concepts Preferred Qualification

Kingston Stanley

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