Senior DGX Cloud AI Infrastructure Software Engineer

🕒 il y a 8 mois

🏄 California, Oregon, +2 états de plus – Distant

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💵 $184 000 - $356 500 / an

⏰ Temps Plein

🟠 Senior

🧑‍💻 Développeur Full-Stack

🦅 Parrain de Visa H1B

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👻 Score fantôme 46%

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🗣️🇺🇸🇬🇧 Anglais requis

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Logo of NVIDIA

NVIDIA

10 000+ employés

Fondée en 1993

🏥 Santé

🏭 Fabrication

🤖 Intelligence artificielle

Healthcare • Manufacturing • Artificial Intelligence

NVIDIA est une entreprise technologique de premier plan, spécialisée dans le calcul accéléré et l’intelligence artificielle (IA). NVIDIA est à l’avant‑garde des avancées en GPU (processeurs graphiques), cloud computing, centres de données et réalité virtuelle, avec un accent particulier sur les secteurs du gaming, de l’automobile, de la santé et de la robotique. Ses innovations, telles que NVIDIA Omniverse, transforment les processus numériques traditionnels en permettant des simulations haute fidélité et des tâches de rendu de pointe. Ses applications couvrent de nombreux secteurs, des véhicules autonomes avec NVIDIA DRIVE aux solutions de santé avec NVIDIA Clara, ainsi que des analyses et workflows pilotés par l’IA.

Description

• Develop infrastructure software and tools for large-scale pre-training, post-training, and inference • Develop and optimize tools and libraries to improve infrastructure efficiency and resiliency • Co-design and implement APIs for integration with NVIDIA's resiliency stacks • Enhance infrastructure and products underpinning NVIDIA's AI platforms • Define meaningful and actionable reliability metrics to track and improve system and service reliability • Perform problem-solving, root cause analysis, and optimization • Root cause, analyze, and triage failures from the application level to the hardware level

🎯 Exigences

• Minimum of 8+ years of experience in developing software infrastructure for large scale AI systems • Bachelor's degree or higher in Computer Science or a related technical field (or equivalent experience) • Strong debugging skills and experience in analyzing and triaging AI applications from the application level to the hardware level • Experience with observability platforms for monitoring and logging (e.g., ELK, Prometheus, Loki) • Proven track record in building and scaling large-scale distributed systems • Experience with AI training and inferencing infrastructure services • Proficiency in programming languages such as Python, C/C++, script languages • Experience in quality software engineering practices, including test development, defensive programming, version control, and CI • Excellent communication and collaboration skills • Background in working with the large scale clusters • Experience in defining and building observability and telemetry software stack • Experience with RDMA software stack (NCCL, IB verbs, ucx, libfabrics) • Experience and root cause analysis of failures and datacenter scale • Good understanding on DL frameworks internal PyTorch, TensorFlow, JAX, and Ray

🏖️ Avantages

• Equity • Benefits

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