Xiaomi Technology

Miclaw-移动端 AI 性能专家 (Engine & Efficiency)

Xiaomi Technology  •  Onsite  •  9 days ago
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Job Description

Miclaw-移动端 AI 性能专家 (Engine & Efficiency)北京社招全职职位 ID:A240371职位描述1. 引擎调优:负责 Android/iOS、与云端 Mimo 或本地 ExecuTorch/ncnn 的底层接入与硬件加速(NPU/GPU/Metal)。
2. 效率突破:实现 Speculative Decoding (投机采样) 或 Prompt Caching,在手机端将 TTFT(首包延迟)降至极致。
3. 性能监控:建立全链路监控指标体系,关注 Tokens/sec、ITL (Token 间延迟) 以及 Agent 后台运行时的功耗曲线。
4. 资源调度:解决多 Agent 并发请求时的资源竞争问题,防止手机卡顿或发热降频。职位要求1. 深厚的移动端开发功底(C++/Rust 为佳,Obj-C/Swift/Kotlin 为主)。
2. 精通端侧模型量化技术(GGUF、EXL2、AWQ 等),能平衡模型精度与推理速度。
3. 理解 Transformer 底层算子逻辑,有对 KV Cache 进行内存压缩或分页管理的实战经验。
4. 硬核要求:能够从 Profiler 工具中定位瓶颈,并在极端网络/硬件环境下保持 Agent 请求的高稳定性。 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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