Senior MLOps Engineer, GenAI Framework

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 Apply tot his job