生理分析研究员
北京
社招
全职
职位 ID：A45720
职位描述
一、多模态传感与健康数据分析及验证 1. 针对 PPG、ECG、IMU 等可穿戴传感数据，以及图像、行为等多模态健康数据，开展标准化清洗、预处理、特征提取与跨源数据融合分析，挖掘人体运动状态、生理体征与健康状态的内在关联。 2. 负责全流程数据质量管控、统计校验、指标验证与有效性评估，支撑运动体能测评、生理状态监测、健康风险研判等核心业务指标落地应用。 3. 参与实验方案设计、样本与数据采集、对照验证、重复性测试及结果分析，结合业务需求逐步构建可复用的数据分析与验证体系。 二、AI 技术应用、算法评估与模型验证 1. 跟进 AI、生理计算、智能传感等前沿技术动态，结合可穿戴运动健康场景痛点，引入适配的 AI 技术框架与创新方案，推动实验室技术迭代与创新升级。 2. 参与生理信号分析、运动状态识别、健康评估等算法模型的需求定义、数据准备、效果评估、精度验证与迭代优化；具备算法研发能力者可进一步参与模型架构搭建与参数调优。 3. 协同硬件、算法、产品团队开展技术攻关，完成算法模型的场景适配、性能验证与工程化落地，赋能可穿戴产品功能升级。 三、创新研究平台建设与迭代运营 1. 参与可穿戴运动健康创新研究平台的整体规划、搭建部署与架构升级，逐步形成集数据采集、算法验证、实验测试、成果应用于一体的科研创新体系。 2. 持续迭代优化平台数据流转、模型调用、项目管理、实验管控等核心能力，提升平台科研效率、数据利用率与技术支撑能力。 3. 负责平台功能推广、场景拓展与落地应用，联动内部团队及产学研资源，支撑实验室科研项目、技术预研与产品创新落地。
职位要求
投递
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.
