Xiaomi Technology

高级基带工程师

Xiaomi Technology  •  Onsite  •  4 hours ago
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Job Description

高级基带工程师
深圳
社招
全职
职位 ID:A235866
职位描述
1.负责AI加速芯片技术方案架构设计和性能优化,包括基于3D封装的NPU+DRAM的方案以及PIM和HBF等方案;
2.负责芯片微架构评估与选型,输出技术可行性分析和Benchmark报告,与算法团队协同,完成模型量化(INT4/INT8)、稀疏化等部署适配;
3.负责AI加速芯片与手机端侧大模型团队进行端侧模型适配调优,算力能效提升等核心技术攻坚;设计面向大模型推理的硬件加速方案,包括算子映射、数据流优化、内存带宽管理;
4.负责大模型在手机端侧的推理性能优化,实现低延迟、低功耗部署,针对特定硬件平台(骁龙/天玑/自研芯片)进行算子级深度优化;
5.跟踪业界AI芯片技术演进(高通HTP、联发科APU、自研NPU),制定技术路线图;构建端侧推理性能评测体系,输出性能调优报告;
职位要求
- 硕士及以上学历,计算机体系结构/微电子/集成电路相关专业
- 5年以上AI芯片或SoC设计经验,熟悉NPU/GPU/DSP微架构
- 精通至少一种硬件描述语言(Verilog/SystemVerilog)或AI编译器框架(TVM/MLIR)
- 熟悉主流端侧AI推理框架(SNPE、QNN、MNN、TFLite)
- 有Transformer/LLM模型硬件加速经验者优先
- 有流片经验或芯片公司背景优先
投递
Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
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