Senior Systems Software Engineer
1 month ago
We are seeking a Senior Systems Software Engineer to join our TAO Toolkit Team, where you will be responsible for developing novel, scalable, and automated pipelines to make sense of petabytes of unstructured data. You will collaborate with multiple deep-learning architects and engineers to enable the development of pioneering AI models.
Key Responsibilities:
Design, develop, and support a platform to access large datasets, integrating data from various sources.
Build scalable and robust ETL pipelines to deliver high-quality datasets.
Implement lake house structures and model data for optimized reporting to analyze the datasets.
Develop and maintain cloud services for data management and machine learning workflows in a production environment.
Help to find the right data for a Multi-Modal model with scalable query-retrieval systems.
Work with internal teams to define requirements, enhance products, and automate workflows.
Requirements:
Bachelor's degree (or equivalent experience) in Computer Engineering, Computer Science, Electrical Engineering, Robotics, or related field.
5+ years of ML / related software engineering experience with strong architecture and design skills.
Proficient in Python and familiar with knowledge of the latest tools.
Experience with SQL databases and cloud infrastructure (AWS, GCP, Kubernetes).
Experience in high-performance computing environments and workflow automation frameworks (e.g., Airflow).
Knowledge of PyTorch, distributed machine learning, and distributed file systems.
3+ years leading complex sometimes ambiguous projects, particularly in high-throughput services at supercomputing scale.
Proficient in running applications on cloud platforms using Kubernetes and Docker, and ML frameworks like Pytorch.
Preferred Qualifications:
Familiar with GPU programming concepts, and writing custom CUDA kernels.
Experience with Dagster, Terraform.
Proficient in building systems and familiar with deep learning architectures and tools like Nvidia TensorRT-LLM, Multimodal-LLM, and Triton Server.
NVIDIA is widely considered to be one of the technology world's most desirable employers. We have some of the most forward-thinking and hardworking people in the world working for us. If you are a creative and autonomous Senior Software Engineer, who loves challenges, we want to hear from you.
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