MLOps Site Reliability Engineer Job in Chennai at KLA

KLA is hiring for the role of MLOps Site Reliability Engineer!

Responsibilities of the Candidate:

• Design, implement, and maintain scalable and reliable machine learning infrastructure.
• Collaborate with data scientists and machine learning engineers to deploy and manage machine learning models in production.
• Develop and maintain CI/CD pipelines for machine learning workflows.
• Monitor and optimize the performance of machine learning systems and infrastructure.
• Implement and manage automated testing and validation processes for machine learning models.
• Ensure the security and compliance of machine learning systems and data.
• Troubleshoot and resolve issues related to machine learning infrastructure and workflows.
• Document processes, procedures, and best practices for machine learning operations.
• Stay up-to-date with the latest developments in MLOps and related technologies.

Requirements:

• Bachelor's degree in Computer Science, Engineering, or a related field.
• Proven experience as a Site Reliability Engineer (SRE) or in a similar role.
• Strong knowledge of machine learning concepts and workflows.
• Proficiency in programming languages such as Python, Java, or Go.
• Experience with cloud platforms such as AWS, Azure, or Google Cloud.
• Familiarity with containerization technologies like Docker and Kubernetes.
• Experience with CI/CD tools such as Jenkins, GitLab CI, or CircleCI.
• Strong problem-solving skills and the ability to troubleshoot complex issues.
• Excellent communication and collaboration skills.
• Master's / Bachelor's Level Degree and related work experience of 2 years