MLOps Engineer

6 days ago


HyderabadBangalorePune, India U-SET Full time
Job Title: MLOps Engineer

Job Summary:

We are seeking an experienced MLOps Engineer to join our team at U-SET. The successful candidate will be responsible for ensuring the seamless deployment and operations of our machine learning models for production use cases.

Key Responsibilities:

  • Develop and maintain robust MLOps pipelines for deploying machine learning models.
  • Implement and manage Kubernetes (K8S) and AWS EKS for container orchestration.
  • Utilize Python development/optimization of operationalize the ML Models for delivering business outcomes.
  • Harden machine learning models to ensure security and reliability.
  • Monitor and optimize the performance of deployed models.
  • Collaborate with data scientists and software engineers to integrate models into production environments.
  • Enhance operational aspects of ML models, including scalability and performance improvements.

Requirements:

  • Proven experience in MLOps, with a strong focus on Python and Kubernetes.
  • Extensive experience with AWS Cloud services, particularly EKS.
  • Strong understanding of the operational aspects of machine learning models.
  • Experience with CI/CD pipelines for ML models.
  • Knowledge of data security best practices.
  • Familiarity with monitoring tools and techniques for ML models.

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