英伟达Senior Software Engineer, Multi Agent System - AV Infrastructure
任职要求
NVIDIA seeks a Senior Software Engineer - Multi Agent Systems to be part of our Autonomous Vehicle (AV) Infrastructure team. As a key member of our infrastructure engineering group, you will construct, develop, and support reliable backend systems. You will handle LLM-based Multi Agent Systems / Applications addressing concrete challenges in autonomous vehicle technology. This opportunity requires sophisticated expertise in systems engineering coupled with applied LLM technology experience. You will build scalable infrastructure and implement novel AI features. You'll engage with forward-thinking AI innovations that are instrumental in shaping the future of autonomous driving. What You'll Be Doing: • Develop and deploy scalable LLM-based Multi Agent Systems to speed up AV development cycles. This includes automatically debugging AV road events, crafting test cases, and extracting insights from extensive road data. • Fine-tune LLM models for various applications such as Agent handoff, Triage assistant, Event mining, and intelligent code checking, etc. • Develop infrastructure to support scalable and efficient LLM deployment, ensuring high performance, security, and reliability. • Assist in curating, cleaning, and coordinating training datasets to improve model accuracy and relevance for AV-related tasks. • Continuously research progress in AI/ML technologies to advance the capabilities of LLM applications within …
工作职责
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• 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. • Ensure the performance and scalability of NIMs through comprehensive performance measurement and optimization. • Apply container expertise to create and optimize the basic building blocks of NIMs, influencing the development of many models and related products within NVIDIA. • Collaborate, brainstorm, and improve the designs of inference solutions and APIs with a broad team of software engineers, researchers, SREs, and product management. • Mentor and collaborate with team members and other teams to foster growth and development. Demonstrate a history of learning and enhancing both personal skills and those of colleagues.
As a Senior Software Engineer on the NVIDIA Isaac projects, you will help build the platform for Physical AI robots — enabling sim-first development, real-world deployment, and continuous learning to make them smarter over time. The ideal candidate will have strong software engineering skills for real-time robotics applications and real-world experience with multi-body robots, such as humanoids and surgical robots. What You Will Be Doing: • Bring the latest advancements in Physical AI to simulated and real robots by building the runtime framework and healthcare industrial workflows, showcasing the power of NVIDIA's technology. • Collaborate across team boundaries to integrate NVIDIA robotics products such as Jetson Thor, Isaac GR00T, Holoscan, and Isaac Sim/Lab into the solution for robots. • Take on a variety of challenges, bridging between research and commercial environments. • Deploy and test the developed software on real robots.