Xiaomi Technology

小米汽车-预测算法开发工程师

Xiaomi Technology  •  Onsite  •  6 hours ago
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Job Description

小米汽车-预测算法开发工程师

南京

社招

全职

职位 ID:A62703

职位描述

  1. 负责车端 Android / Linux 系统上 AI 应用算法模型的开发、数据训练、调参与优化; 2. 负责能耗 / 能量预测算法的数据分析、特征工程及算法迭代优化,持续提升预测精度; 3. 参与预测算法从车端模型训练、量化裁剪到量产部署的全流程落地,确保模型在车端的实时性与资源约束达标; 4. 配合完成相关功能设计文档、接口文档的编写与评审; 5. 支持并参与整车或台架环境下算法功能的测试、验证与问题闭环; 6. 按照整车项目计划,按节点完成功能开发相关的交付物; 7. 其他与车端 AI 应用及预测算法相关的任务。 4. 参与代码评审,持续优化代码质量,完善技术文档,推动模块内技术沉淀; 5. 配合迭代版本计划,保障版本交付质量,跟进 bug 闭环,支撑产品迭代与线上维护。

职位要求

  1. 人工智能、计算机科学、软件工程、通信工程、电子信息等相关专业本科及以上学历; 2. 熟悉 Python,掌握一种及以上深度学习算法(如 CNN / RNN / Transformer 等),熟悉数据训练、参数调优和算法优化; 3. 熟悉基本数据结构与常用算法,熟练使用 GCC、GDB,熟练掌握 Linux 下多线程编程及进程间通信机制; 4. 熟悉 DDS、MQTT、HTTPS、Android Binder、RPC 等通信机制的基本原理与实现方式,了解车载通信协议(CAN / LIN / SPI)者优先; 5. 具备能耗 / 续航 / 能量管理等相关预测算法开发经验,或有车端模型部署(模型量化、裁剪、推理加速)经验者优先; 6. 有完整的车端 AI 应用量产项目落地经验者优先; 7. 具备良好的沟通能力和团队协作精神,有责任心,能承受项目节点压力。

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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