Deep Learning Architect, LLM Inference - New College Grad 2026

Job description

We are now looking for a Deep Learning Architect, LLM Inference! NVIDIA is at the forefront of the generative AI revolution. The Inference Benchmarking (IB) team specifically focuses on inference server performance optimization for Large Language Models (LLMs). If you're passionate about pushing the boundaries of GPU hardware and software performance and understand terms like disaggregated serving, data parallel attention, MoE, Qwen3.5, DeepSeek, GPT-OSS, then this is a great role for you! What you'll be doing: You will do workload characterization of the latest LLMs and inference servers like vLLM, SGLang and TRT-LLM to ensure NVIDIA maintains its leadership position. Join forces with the performance marketing team to build engaging content, including blog posts and updates to InferenceX to highlight NVIDIA's outstanding inference achievements. Collaborate with engineers from AI startup companies to establish standard benchmarking methodologies. Develop a constantly evolving inference performance data results website. Invent E2E profiling and analysis tools that you will use to keep up with the rapid pace of Generative AI. Contribute to deep learning software projects, such as PyT...