AWS Cloud Engineer

4 days ago


Reston, Virginia, United States Diverse Lynx Full time
Company Overview">

Diverse Lynx LLC is a dynamic company that values diversity and promotes a diverse workforce. We are committed to providing equal employment opportunities to all qualified applicants without any discrimination.



Job Description:SageMaker V2 Migration and Custom Container Engineer

We are seeking an experienced AWS SageMaker ML Engineer to support the migration to SageMaker V2 and manage custom container environments. As a key member of our Analytics team, you will work closely with our 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.

Estimated Salary: $140,000 - $160,000 per year, based on the location in Reston, VA. This estimate may vary depending on individual qualifications and experience.


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