英伟达Senior Solutions Architect - KV Cache and AI Storage

工作描述

任职要求
• Bachelor's degree or higher in Computer Science or a related field with strong systems or storage background.
• 5+ years of relevant experience, including 2+ years passionate about KV stores/caches or storage backends.
• Hands‑on experience with distributed storage, caching, or large‑scale backend systems.
• Solid understanding of Transformer / LLM inference and KV cache concepts, plus experience with at least one LLM serving stack (for example vLLM, TensorRT‑LLM or SGLang).
• Strong knowledge of NVMe SSDs, KV SSDs, and modern storage servers, including controller/firmware behavior and I/O characteristics.
• Practical experience with tiered memory and KV cache optimizations such as offloading (HBM → DRAM → NVMe), eviction/selection strategies, compression/quantization, or attention‑level optimizations.
• Familiarity with at least one large…