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MLOps Implementation Specialist
1 month ago
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