AWS SageMaker V2 Migration and Custom Container Engineer

4 weeks ago


Reston, Virginia, United States Diverse Lynx Full time
Job Description:

As a SageMaker V2 Migration and Custom Container Engineer, you will play a crucial role in supporting the migration to SageMaker V2 and managing custom container environments.

You will work closely with our Analytics teams to understand their specific needs for Python and R container images, resolve dependencies, address vulnerabilities, and ensure smooth deployment on SageMaker and Domino Data Lab.

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 any security vulnerabilities in the 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.

Preferred Qualifications:

  • Experience with AWS Cloud and its services like S3, ECR, EKS etc.
  • Knowledge of infrastructure as code (IaC) using tools like Terraform or AWS CloudFormation.
  • Understanding of machine learning model lifecycle management.

Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination.



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