Xiaomi Technology

AI算法工程师-汽车专项-实习

Xiaomi Technology  •  Onsite  •  6 days ago
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Job Description

AI算法工程师-汽车专项-实习AI人才专项南京校招实习软件研发类职位描述1.参与汽车智能应用相关算法方案设计、数据分析与迭代优化;
2.负责算法工程落地,推理链路实现、模块集成、性能调优、联调定位、训练评估与效果提升;
3.AI视觉模型开发与优化:基于主流算法,开发并优化针对实验室场景的视觉检测模型,确保满足实时、可靠的检测需求。内容涵盖警示灯识别、电压数值识别与读取、火灾检测、人员安全行为识别等任务;
4.模型部署与性能优化:基于TensorRT、OpenVINO、ONNX等工具链,对训练完成的模型进行性能优化;独立完成模型部署接入与效果验证,保障模型在实际场景中稳定高效运行。
5.技术对接与功能落地:配合研发团队完成模型与系统的接口封装、异常处理及联调测试等,确保AI模型功能与系统整体顺畅衔接,构建低延迟、高稳定性的实时检测系统。职位要求1.计算机、自动化、人工智能、数学/统计等相关专业,硕士及以上学历;基础扎实(数据结构与算法、线性代数、概率统计等)。有高质量开源/竞赛/论文或可复现的工程作品者优先。
2.编程与工程能力强:熟练掌握 C/C++、Python、MATLAB、SQL 等至少一项;具备良好的工程化意识与编码习惯。有端侧部署优化经验(如 ONNX/TensorRT、量化/裁剪/加速、性能profiling)者优先。
3.熟悉机器学习/深度学习完整流程:能独立完成数据处理、训练调参、评估与问题定位;掌握 PyTorch/TensorFlow 等至少一种框架;了解或使用过 AutoML/超参搜索工具者加分。具备大数据处理/特征生产经验(Spark/Flink/Hive 等)者优先。
4.具备良好的沟通协作与自驱学习能力,能与产品、数据、平台与车端团队高效协作,推动算法从验证到上线的闭环落地。
5.热爱技术,做事严谨,结果导向,能够在多任务与不确定性中保持交付质量与稳定节奏。 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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