דרושיםLocation:Yokne`am

דרושים»חשמל ואלקטרוניקה» senior performance engineer

Project-Based

Description

לפני 20 שעות חברה חסויה Location: Job Type: in this role, you will help build and evolve systems that support performance analysis, telemetry, and optimization for large-scale gpu- and cpu-based clusters used in ai and high-performance computing environments. you will work closely with hardware, networking, firmware, and software teams to collect, analyze, and interpret performance data from live systems. this is a fast-paced r&d environment where system behavior and requirements evolve rapidly, requiring adaptable engineering solutions and strong analytical thinking. what youll be doing: profile, benchmark, and analyze ai and hpc workloads on gpu and cpu clusters explore performance characteristics of high-performance networking and collective communications (e.g., nccl, rdma, mpi, roce) identify performance bottlenecks across networking, compute, memory, and system architecture develop and enhance performance analysis, benchmarking, and diagnostic tools define performance TEST plans and establish expectations for new technologies and platforms collaborate across hardware, firmware, networking, systems, and software teams to provide actionable performance insights support telemetry collection and data refinement efforts to enable accurate performance analysis maintain high standards for  data quality, reproducibility, and traceability of performance resultsRequirements: what we need to see: b.sc. or m.sc. in Computer Science, computer engineering, software engineering, or equivalent experience 5+ years of experience in performance analysis, systems engineering, or hpc/ai infrastructure demonstrated expertise in performance analysis skills and methodologies hands-on experience with high-performance networking (rdma, mpi, nccl, congestion control) strong understanding of  system performance metrics (latency, throughput, resource utilization) exposure to hardware, firmware, or Embedded telemetry environments strong analytical, problem-solving, and communication skills ability to work effectively in cross-functional, fast-paced r&d teams ways to stand out from the crowd: knowledge of cuda, nccl internals, and congestion control algorithms deep system -level understanding of cpu architectures, gpus, hcas, memory, and pcie experience with nvidia gpus, cuda, and deep learning frameworks such as pytorch or tensorflow experience with cloud platforms proficiency in  Python ; experience with bash and C / C ++ is a plus as well as a strong experience working in  Linux environmentsThis position is open to all candidates. Hide

Skills

TensorFlowBashLinuxDeep LearningPyTorchPython

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