Xiaomi Technology

硬件AI数据分析实习生

Xiaomi Technology  •  Onsite  •  22 days ago
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Job Description

硬件AI数据分析实习生AI人才专项北京校招实习硬件研发类职位描述搭建数据AI分析处理Agent:
a.数据创造:针对音频降噪、无线信道建模等场景,利用生成式模型合成高质量训练数据
b.研发数据分析agent,传感器采集后的数据,根据我们已有规则自动实现数据分析和阈值建议;
c.研发硬件log分析agent,根据无线连接的log协议,快速分析定位连接问题职位要求1.专业背景:通信工程、电子工程、计算机科学、声学、应用数学或相关专业,硕士及以上在读。
2.领域知识(满足其一):
无线/基带:熟悉通信原理,了解 BT协议栈,有 MATLAB/Python 进行链路仿真经验
音频算法:熟悉数字信号处理 (DSP),了解降噪 (ANC)、波束成形或语音增强算法。
电磁仿真:熟练使用 HFSS, CST 等仿真软件,理解天线与射频基础。
3.必备技能:熟练掌握 Python,熟悉 PyTorch/TensorFlow 至少一种框架;对 LLM、Diffusion Model 或 Reinforcement Learning 有实际项目经验。
工程能力:具备良好的代码规范,有 Linux 开发环境使用经验,能独立跑通开源模型并进行微调。
加分项:
跨界思维:既有硬件底层调试经验,又有 AI 应用开发经历(如:曾用 AI 优化过通信算法,或在嵌入式设备上部署过模型)。
工具极客:热衷于折腾新工具(如 Cursor, Copilot, LangChain),有开发过提升研发效率的小工具或脚本。
开源贡献:在 GitHub 上有相关开源项目,或在顶级会议(ISSCC, ICASSP, Globecom 等)发表过论文。
硬件上手:熟悉嵌入式开发板(如 ESP32, Raspberry Pi, NVIDIA Jetson)的模型部署与推理优化。 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
Website
mi.com
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