Custom Container DevOps Expert
6 days ago
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.
Benefits:
- Competitive salary: $145,000 - $165,000 per year.
- A comprehensive benefits package, including medical, dental, and vision insurance.
- A generous 401(k) matching program.
- Opportunities for professional growth and development.
Others:
- We promote and support a diverse workforce across all levels in the company.
- We are an Equal Employment Opportunity employer.
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