Machine Learning Software Platform Architect jobs at Nvidia in China, Shanghai
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Design and implement scalable data generation pipelines using Isaac Lab and Omniverse for learning dexterous, high-DOF robotic tasks. Extend and optimize NVIDIA’s Isaac Lab/Mimic toolchain for large scale learning from...
Analyze performance and efficiency of various machine learning/deep learning algorithms on different architectures. Identify architecture and software performance bottlenecks and propose optimizations. Explore new features and hardware capabilities on deep...
Design, develop, and optimize major layers in LLM (e.g attention, GEMM, inter-GPU communication) for NVIDIA's new architectures. Implement and fine-tune kernels to achieve optimal performance on NVIDIA GPUs. Conduct in-depth...
Lead and manage a high-performing team of software engineers and SRE engineers, guiding their professional growth and project execution while fostering a culture of innovation and excellence. Oversee factory automation...
Analyze state of the art DL networks (LLM etc.), identify and prototype performance opportunities to influence SW and Architecture team for NVIDIA's current and next gen inference products. Develop analytical...
Design, build, and optimize containerized inference execution for LLM applications, ensuring efficiency and scalability. These applications may run in container orchestration platforms like Kubernetes to enable scalable and robust deployment....
Develop a scalable 3D reconstruction system to showcase our proficiency in autonomous simulation and training. Engage in 3Dreconstruction-relatedresearch and apply those findings in our autonomous real use cases. Stay updated...
Design and implement scalable data generation pipelines using Isaac Lab and Omniverse for learning dexterous, high-DOF robotic tasks. Extend and optimize NVIDIA’s Isaac Lab/Mimic toolchain for large scale learning from...
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