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Senior LLM Performance Optimization Specialist
2 months ago
We are seeking a highly skilled Senior LLM Performance Engineer to join our team at NVIDIA. As a key member of our Deep Learning Architecture team, you will play a critical role in optimizing the performance of Large Language Models (LLMs) on state-of-the-art hardware and software platforms.
Key Responsibilities- Understand and analyze the performance of LLMs on various hardware and software platforms.
- Develop and implement production-quality software to optimize LLM performance.
- Collaborate with cross-functional teams to identify and prioritize performance optimization opportunities.
- Design and implement tools to automate workload analysis and optimization.
- PhD (or equivalent experience) in Computer Science, Electrical Engineering, or related field, and 5+ years of relevant work experience, or MS and 8+ years of relevant work experience.
- Strong background in deep learning and neural networks, with a focus on training and large language models.
- Deep understanding of computer architecture and familiarity with GPU architecture.
- Proven experience analyzing and tuning application performance, preferably on GPUs.
- Familiarity with common deep learning software packages like PyTorch and JAX.
- Proven experience with processor and system-level performance modeling.
- Programming skills in C++, Python, and CUDA.
NVIDIA is a leader in the field of artificial intelligence and deep learning. We are committed to fostering a diverse and inclusive work environment and are proud to be an equal opportunity employer. If you are passionate about performance and interested in working on industry-leading Deep Learning products, we encourage you to apply for this exciting opportunity.
