Senior HPC and AI Networking Performance Research and Analysis Engineer job opportunity at NVIDIA.

Home Jobs In Germany Tag: Job Senior HPC and AI Networking Performance Research and Analysis Engineer position at NVIDIA


DatePosted 18 Days Ago bot
NVIDIA Senior HPC and AI Networking Performance Research and Analysis Engineer
Experience: 6-years
Pattern: Remote
Country:
apply Apply Now
Salary:
Status:

Job

Copy Link Report
degreeGeneral
loacation Germany, Remote, Germany
loacation Germany, Remot..........Germany

NVIDIA is looking for a talented Performance Research and Analysis Engineer to join our Performance group. The ideal candidate will profile and analyze AI workloads on large GPUs and CPUs scale clusters for distributed Deep Learning LLM training and inference focusing at the communication patterns, collectives communication, RDMA, networking and system performance. You will work and interact with many types of HW platforms such as HCAs, Switches, CPUs, GPUs, Systems and also with various SW layers and features. You will experience with simulators and developing performance analysis tools and methodologies to dive deeply into the details, understand performance expectation, limitations, and bottlenecks as part of the root cause analysis of these jobs. What you'll be doing: Experience and research AI workloads and DL models specifically tailored for large-scale deep learning LLM training on NVIDIA supercomputers with a focus on High-performance networking. Benchmarking, Profiling, and Analyzing the performance to find bottlenecks and identify areas of improvement and optimizations, with a strong emphasis on networking aspects. Implement performance analysis tools. Collaborating with many teams from HW to SW to provide performance analysis insights. Define performance test planning, set performance expectations for new technologies and solutions, and work to reach the performance targets limits. What we need to see: B.Sc in Computer Science or Software Engineering 6+ years of experience with high-performance Networking (RDMA, MPI, NCCL) Demonstrated Performance Analysis skills and methodologies. Experience with NVIDIA GPUs, CUDA library, deep learning frameworks like TensorFlow or PyTorch, Combined with expertise in networking collective communication libraries (such as NCCL) and protocols (such as RoCE and RDMA). Fast and self-learning capabilities with strong analytical and problem solving skills Programming Languages: Python, Bash and C languages Experience with Linux OS distros Team player with good communication and interpersonal skills Ways to stand out from the crowd: In-depth knowledge and experience with AI workloads benchmarking for distributed LLM training, CUDA, and NCCL libraries. In-depth System knowledge and understanding (Intel / AMD / ARM CPUs, NVIDIA GPUs, HCA, Memory, PCI) Knowledge in Congestion Control algorithms NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.

Other Ai Matches

Senior ASIC Design Engineer, Memory Controller Applicants are expected to have a solid experience in handling Memory Controller related tasks
Implementation Methodology Engineer - GPU Applicants are expected to have a solid experience in handling Job related tasks
CPO Integration Engineer - LPU Packaging Applicants are expected to have a solid experience in handling Job related tasks
Principal Quantum Error Correction Research Scientist, Applied Research Applicants are expected to have a solid experience in handling Applied Research related tasks
System Software Engineer - Tegra Applicants are expected to have a solid experience in handling Job related tasks
AI Compiler Engineer Applicants are expected to have a solid experience in handling Job related tasks
Senior Software Developer Applicants are expected to have a solid experience in handling Job related tasks
System Design Engineer Applicants are expected to have a solid experience in handling Job related tasks
Senior GenAI Engagement Lead, Partner Platforms Applicants are expected to have a solid experience in handling Partner Platforms related tasks
Senior Product Quality and Reliability Engineer Applicants are expected to have a solid experience in handling Job related tasks
Manager, MCU Firmware Applicants are expected to have a solid experience in handling MCU Firmware related tasks
Formal Verification Infra Development Engineer Applicants are expected to have a solid experience in handling Job related tasks
remote-jobserver Remote
Manager, Software Verification Applicants are expected to have a solid experience in handling Software Verification related tasks
Director, Technical Accounting Applicants are expected to have a solid experience in handling Technical Accounting related tasks
Senior PR Manager, AI Software Applicants are expected to have a solid experience in handling AI Software related tasks
Senior ASIC Engineer - Networking Chip Design Applicants are expected to have a solid experience in handling Job related tasks
Sales Development Specialist Applicants are expected to have a solid experience in handling Job related tasks
Senior System Software Engineer, Networking Linux Kernel - DGX Cloud Applicants are expected to have a solid experience in handling Networking Linux Kernel - DGX Cloud related tasks
Senior Technical Program Manager, Metropolis Manufacturing Applicants are expected to have a solid experience in handling Metropolis Manufacturing related tasks
Manager, Large Language Model Inference Applicants are expected to have a solid experience in handling Large Language Model Inference related tasks
Tools and Development Engineer Applicants are expected to have a solid experience in handling Job related tasks
System Architect Applicants are expected to have a solid experience in handling Job related tasks
Senior ASIC Verification Engineer Applicants are expected to have a solid experience in handling Job related tasks