- Design and develop enhancements to the HPC batch scheduler(s).
- Work extensively with HPC scheduler vendor on bug fixes and feature releases
- Provide support to staff and end users to resolve batch scheduler issues
- Build and improve our ecosystem around GPU-accelerated computing
- Performance analysis and optimizations of deep learning workflows
- Develop large scale automation solutions
- Root cause analysis and suggest corrective action for problems large and small scales
- Finding and fixing problems before they occur
- Bachelor's degree in Computer Science, Electrical Engineering or related field or equivalent experience with 5+ years of work experience
- Strong understanding of HPC batch schedulers, such as Slurm, RTDA or LSF and HPC workflows that use MPI
- Significant experience in Programming in C/C++ and advanced scripting in languages such as Python, Go, bash scripting
- Established experience in Linux operating system, environment and tools
- Accomplished in computer architecture and operating systems
- Deep knowledge of Networking Protocols like InfiniBand, Ethernet
- Experience analyzing and tuning performance for a variety of HPC workloads
- In-depth understating of container technologies like Docker, Singularity, Podman
- Flexibility/adaptability for working in a dynamic environment with different frameworks and requirements
- Excellent communication, interpersonal and customer collaboration skills
- Knowledge in MPI and High-performance computing
- Background in RDMA technology
- Experience in kernel programming
- Open Source Software Contributor
- Experience with deep learning frameworks like PyTorch and TensorFlow
- Passionate about SW development processes
- Want to make what was impossible possible
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Senior GPU Supercomputer Scheduler Engineer - Austin, United States - NVIDIA
Description
NVIDIA has continuously reinvented itself over two decades. Our invention of the GPU in 1999 sparked the growth of the PC gaming market, redefined modern computer graphics, and revolutionized parallel computing. More recently, GPU deep learning ignited modern AI — the next era of computing. NVIDIA is a "learning machine" that constantly evolves by adapting to new opportunities that are hard to solve, that only we can take on, and that matter to the world. This is our life's work, to amplify human imagination and intelligence. Join us today
As a member of the GPU/HPC Infrastructure team, you will provide leadership in the design and implementation of groundbreaking GPU compute clusters that run demanding deep learning, high performance computing, and computationally intensive workloads. We seek a technology leader to identify architectural changes and/or completely new approaches for improving HPC schedulers for serving many simultaneous and large multi-node GPU workloads with many complex dependencies. This role offers you an excellent opportunity to deliver production grade solutions, get hands on with ground-breaking technology, and work closely with technical leaders solving some of the biggest challenges in machine learning, cloud computing, and system co-design.
What you'll be doing:
What we need to see:
Ways to stand out from the crowd:
You will also be eligible for equity and . NVIDIA accepts applications on an ongoing basis.
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.
