Research Engineer, Algorithms
US · Mountain View · Remote · Full-time
Salary not stated
AI summary
About the company
Normal Computing是一家应用AI公司，专注于半导体行业的基础软硬件、关键AI基础设施开发，与全球顶尖机构合作，业务覆盖纽约、硅谷、伦敦等多地。
Role overview
该岗位隶属于Normal Computing公司，负责开发适配其内存内计算硬件的大语言模型推理算法，参与软硬件协同设计，需与多团队协作，通过仿真、FPGA原型及最终硅片验证算法性能，为半导体行业AI基础设施提供核心支撑。
Responsibilities
- 开发适配内存内硬件的LLM推理算法
- 参与软硬件协同设计，影响芯片架构决策
- 设计利用硬件特性的数值方法
- 构建算法评估框架与基准测试
- 转化模型工作负载为硬件设计约束
- 快速迭代原型适配硬件演进
- 从算法与门级层面优化性能
Requirements
- 深入理解LLM推理相关技术
- 具备推理优化相关经验
- 熟悉随机系统、数值分析等
- 有贴近硬件的算法实现经验
- 具备从理论到硬件实现的成果
- 熟练使用Python及至少一门系统语言
- 具备跨团队协作能力
Nice to have
- 相关领域博士学位
- 接触过内存内计算等新型架构
- 参与过未成型硬件的开发
- 有高效推理等领域的成果
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Excerpt
Normal Computing | Build with Us Normal is an applied AI company solving the hardest problems in AI and silicon. We build foundational hardware and software for the semiconductor industry, critical AI infrastructure, and the broader systems that power our world, in partnership with the world's most…
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