Xiaomi Technology

小米汽车-算法工程师(安全方向)

Xiaomi Technology  •  Onsite  •  8 days ago
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Job Description

小米汽车-算法工程师(安全方向)北京社招全职职位 ID:A58687职位描述1. 面向驾驶事件的多模态数据(CAN信号、视频、智驾通道),构建碰撞时刻自动识别算法——部分场景动力学特征微弱,需多信号融合建模解决;
2. 构建安全事件场景的自动化标注体系,包括道路环境、运动交互、碰撞物类型等多维度标签,综合运用感知模型、大模型与规则方法实现标注流水线;
3. 从安全事件数据中挖掘智驾/主动安全功能缺陷,通过场景标签聚类与功能边界条件对照两条路径,识别功能作用域的盲区;
4. 整合以上能力,构建从数据输入到分析报告输出的端到端自动化分析系统,持续沉淀安全算法体系。职位要求1. 具备智驾感知或规控算法开发经验,理解智驾系统的数据链路和功能逻辑;
2. 能用Python独立完成数据清洗、特征构建、模型训练与评估,熟悉至少一种深度学习框架;
3. 有感知模型开发或应用经验者优先;
4. 有大模型应用经验者优先;
5. 有多模态数据融合经验者优先。 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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