KLA MLOps Site Reliability Engineer 

India, Tamil Nadu, Chennai 

913766146

• 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.

• 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 degree in Computer Science, Engineering, or a related field.
• Experience with machine learning frameworks such as TensorFlow, PyTorch, or Scikit-learn.
• Knowledge of data engineering and data pipeline tools such as Apache Spark, Apache Kafka, or Airflow.
• Experience with monitoring and logging tools such as Prometheus, Grafana, or ELK stack.
• Familiarity with infrastructure as code (IaC) tools like Terraform or Ansible.
• Experience with automated testing frameworks for machine learning models.
• Knowledge of security best practices for machine learning systems and data.

Minimum Qualifications

Master's / Bachelor's Level Degree and related work experience of 2 years