
10,000+ employees
Founded 1993
đĽ Healthcare
đ Manufacturing
đ¤ Artificial Intelligence
Healthcare ⢠Manufacturing ⢠Artificial Intelligence
NVIDIA is a leading technology company specializing in accelerated computing and artificial intelligence. NVIDIA pioneers advancements in graphical processing units (GPUs), cloud computing, data centers, and virtual reality, with a focus on gaming, automotive, healthcare, and robotics industries. The company's innovations, such as NVIDIA Omniverse, transform traditional digital processes by enabling high-fidelity simulations and rendering tasks. Their applications span various industries, from autonomous vehicles using NVIDIA DRIVE to healthcare solutions with NVIDIA Clara, and AI-driven analytics and workflows.
đ June 26
đ Germany, France, +1 more countries â Remote
đľ zĹ176.3k - zĹ383.5k / year
â° Full Time
đ˘ Junior
đĄ Mid-level
đ Backend Engineer
đť Ghost score 38%
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10,000+ employees
Founded 1993
đĽ Healthcare
đ Manufacturing
đ¤ Artificial Intelligence
Healthcare ⢠Manufacturing ⢠Artificial Intelligence
NVIDIA is a leading technology company specializing in accelerated computing and artificial intelligence. NVIDIA pioneers advancements in graphical processing units (GPUs), cloud computing, data centers, and virtual reality, with a focus on gaming, automotive, healthcare, and robotics industries. The company's innovations, such as NVIDIA Omniverse, transform traditional digital processes by enabling high-fidelity simulations and rendering tasks. Their applications span various industries, from autonomous vehicles using NVIDIA DRIVE to healthcare solutions with NVIDIA Clara, and AI-driven analytics and workflows.
⢠Drive end-to-end performance and scale characterization for the NVIDIA DGX Cloud software stack, from Kubernetes control and data planes through GPU Operator, Network Operator, DCGM, NIM, and distributed inference serving ⢠Collaborate with AI researchers, developers, and customers to develop automated tests simulating real user workloads ⢠Investigate performance and scale issues in complex distributed systems and identify root causes ⢠Design and develop monitoring, reporting, and analysis tools for performance and scale testing across software, GPU, and CPU resources ⢠Triage, debug, and resolve issues related to operating Kubernetes clusters at ultra-large scale ⢠Build and maintain a continuous performance and scale testing framework through a modern CI/CD pipeline ⢠Document research, methodologies, and results and present findings at internal and external venues, including KubeCon and GTC ⢠Engage with Kubernetes, CNCF, and NVIDIA open-source communities to validate AI workload performance and influence design decisions
⢠2+ years of experience in Computer Architecture, Networking, Storage systems, Accelerators ⢠Bachelor's/Master's in Engineering, preferably Electrical Engineering, Computer Engineering, or Computer Science, or equivalent experience ⢠Expertise in Kubernetes and familiarity with related CNCF projects ⢠Experience with large-scale parallel and distributed accelerator-based systems ⢠Expertise optimizing performance and AI workloads on large-scale systems ⢠Experience with performance modeling and benchmarking at scale ⢠Proficiency in Golang/Python ⢠Background with the NVIDIA software ecosystem in both training and inference domains ⢠Expertise with at least one public CSP infrastructure (GCP, AWS, Azure, OCI, for example) ⢠Strong operational experience with a Kubernetes distribution ⢠Prior experience scaling Kubernetes clusters to ultra-large node and object counts ⢠Demonstrated history of working in the open-source community ⢠Excellent communication and interpersonal abilities ⢠PhD in relevant areas is a standout qualification
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