Job Description:
• Architect and manage the continuous integration pipelines and release processes of our Generative AI framework and libraries related to Megatron-LM and NeMo Framework.
• Design and implement efficient and scalable DevOps solutions to allow our fast growing team to release software more frequently while maintaining high-quality and maximum performance.
• Work with industry standard tools (Kubernetes, Docker, Slurm, Ansible, GitLab, GitHub Actions, Jenkins, Artifactory, Jira) in hybrid on-premise and cloud environments.
• Assist with cluster operations and system administration (managing: servers, team accounts, clusters).
• Accelerate research and development cycles by automating recurring tasks such as accuracy and performance regression detection.
• Developing new quality control measures, e.g. code analysis, backwards compatibility, and regression testing, while employing and advancing best-practices.
• Work closely with DL frameworks and libraries (CUDA, cuDNN, cuBLAS, and PyTorch) teams and with other engineering teams within NVIDIA that provide software, testing, and release related infrastructure.
Requirements:
• BS or MS degree in Computer Science, Computer Architecture or related technical field (or equivalent experience) and 3+ years of industry experience in DevOps and infrastructure engineering.
• Strong system level programming in languages like Python and shell scripting.
• Extensive understanding of build/release systems, CI/CD and experience with solutions like Gitlab, Github, Jenkins etc.
• Experience with Linux system administration.
• Proficient with containerization and cluster management technologies like Docker and Kubernetes.
• Experience in build tools, including Make, Cmake.
• A strong background in source code management (SCM) solutions such as GitLab, GitHub, Perforce, etc.
• Well-versed problem-solving and debugging skills.
• Great teammate who can collaborate and influence others in a dynamic environment.
• Excellent interpersonal and written communication skills.
Benefits:
• equity
• benefits
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