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MLOps Implementation Specialist

1 month ago


Reston, Virginia, United States Diverse Lynx Full time
MLOps Implementation Specialist

We are seeking an experienced MLOps Implementation Specialist to join our team at Diverse Lynx LLC. As an MLOps Implementation Specialist, you will play a crucial role in understanding and implementing our pre-developed MLOps strategies across various tools, including Domino Data Lab and AWS SageMaker.

Key Responsibilities:

  • Interact with Analytics teams to gather requirements for Python and R container images
  • Resolve dependencies for the required Python and R packages
  • Identify and address security vulnerabilities in container images
  • Develop and maintain custom container images to ensure compatibility with SageMaker and Domino Data Lab
  • Test and validate container images to ensure they meet performance and reliability standards
  • Collaborate with cross-functional teams to ensure seamless integration and deployment of custom images
  • Document processes and provide training as needed to ensure team members can effectively use and manage the custom containers

Requirements:

  • Bachelor's or Master's degree in Computer Science, Engineering, or a related field
  • Proven experience in managing and developing custom containers, especially with Python and R
  • Strong expertise with Amazon SageMaker and its various components
  • Experience with containerization technologies such as Docker
  • Knowledge of dependency management and package resolution for Python and R
  • Understanding of security best practices and vulnerability mitigation for container images
  • Familiarity with CI/CD pipelines and tools (e.g., Jenkins, GitLab CI/CD)
  • Strong programming skills in Python and/or R
  • Excellent problem-solving skills and attention to detail
  • Strong communication and collaboration skills