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Senior Software Architect - Deep Learning and HPC CommunicationsWhatJobs • switzerland, Schweiz
Senior Software Architect - Deep Learning and HPC Communications

Senior Software Architect - Deep Learning and HPC Communications

WhatJobs • switzerland, Schweiz
Più di 30 giorni fa
Descrizione dell’offerta di lavoro

NVIDIA is leading groundbreaking developments in Artificial Intelligence, High Performance Computing and Visualization. The GPU — our invention — serves as the visual cortex of modern computers and is at the heart of our products and services. Our work opens up new universes to explore, enables groundbreaking creativity and discovery, and powers inventions that were once considered science fiction, including artificial intelligence to autonomous cars.

What We Are Seeking

Come work for the team that brought to you NCCL, NVSHMEM & GPUDirect. Our GPU communication libraries are crucial for scaling Deep Learning and HPC applications! We’re seeking a Senior Software Architect to help co‑design next‑gen data center platforms and scalable communications software.

What You Will Be Doing

  • Investigate opportunities to improve communication performance by identifying bottlenecks in today’s systems.
  • Design and implement new communication technologies to accelerate AI and HPC workloads.
  • Explore innovative solutions in HW and SW for our next‑generation platforms as part of co‑design efforts involving GPU, Networking, and SW architects.
  • Build proofs‑of‑concept, conduct experiments, and perform quantitative modeling to evaluate and drive new innovations.
  • Use simulation to explore performance of large GPU clusters (think scales of 100s or 1000s of GPUs).

What We Need To See

  • M.S./Ph.D. degree in CS/CE or equivalent experience.
  • 3+ years of relevant experience.
  • Excellent C/C++ programming and debugging skills.
  • Experience with parallel programming models (MPI, SHMEM) and at least one communication runtime (MPI, NCCL, NVSHMEM, OpenSHMEM, UCX, UCC).
  • Deep understanding of operating systems, computer and system architecture.
  • Solid fundamentals of network architecture, topology, algorithms, and communication scaling relevant to AI and HPC workloads.
  • Strong experience with Linux.
  • Ability and flexibility to work and communicate effectively in a multi‑national, multi‑time‑zone corporate environment.

Ways To Stand Out From The Crowd

  • Expertise in related technology and passion for what you do. Experience with CUDA programming and NVIDIA GPUs. Knowledge of high‑performance networks like InfiniBand, RoCE, NVLink, etc.
  • Experience with Deep Learning Frameworks such as PyTorch, TensorFlow, etc. Knowledge of deep learning parallelisms and mapping to the communication subsystem. Experience with HPC applications.
  • Strong collaborative and interpersonal skills and a proven track record of effectively guiding and influencing within a dynamic and multi‑functional environment.

We offer highly competitive salaries, an extensive benefits package, and a work environment that promotes diversity, inclusion, and flexibility.

As an equal‑opportunity employer, we are committed to fostering a supportive and empowering workplace for all.

Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. For Poland: The base salary range is 221,250 PLN – 383,500 PLN for Level 3, and 292,500 PLN – 507,000 PLN for Level 4.

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Senior Software Architect - Deep Learning and HPC Communications • switzerland, Schweiz

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