Senior Network Architect

4 weeks ago


Toronto, Ontario, Canada https:www.energyjobline.comsitemap Full time
Job Opportunity:

We are seeking a highly skilled Senior Network Architect to join our team. As a key member of our infrastructure team, you will be responsible for designing and implementing scalable and efficient network architectures to support our deep learning workloads.

Key Responsibilities:

• Improve tooling and automation in use in the team, from simple data collection scripts to datacenter-scale ML CI/CD systems.
• Understand and internalize workflows for GPU performance analysis and optimization so you can help us re-invent them.
• Build Python-based machinery hooking into common Deep Learning software like PyTorch or JAX to support performance analysis work.

Requirements:

• MS degree in CS or adjacent fields or equivalent experience.
• 3+ years of relevant work experience.
• Background in deep learning fundamentals and common deep learning software, especially PyTorch/JAX.
• Experience in GPU computing, i.e. fundamental understanding of heterogeneous multi-node accelerated computing systems.
• Background in analyzing and optimizing application performance.
• Familiarity with containerized CI/CD flows, e.g. gitlab + docker.
• Programming skills in C++, Python, and CUDA.
• Deep passion related to tools, scripts, and automation.

About Us:

NVIDIA is a leading technology company that is widely considered to be one of the most desirable employers in the industry. We have a team of forward-thinking and hardworking individuals who are passionate about building innovative solutions. If you are creative and autonomous, and love a challenge, we want to hear from you. Come and join our DL Architecture team and help build the real-time, cost-effective AI computing platform driving our success in this exciting and quickly growing field.

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