Xiaomi Technology

自动驾驶-算法优化工程师

Xiaomi Technology  •  Onsite  •  3 hours ago
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Job Description

自动驾驶-算法优化工程师
北京
社招
全职
职位 ID:A140709
职位描述
1、承担自动驾驶算法的有损优化研发,运用算法-硬件协同设计、网络结构深度优化、训练流程加速、模型量化压缩、MTP投机采样等先进通用技术,为业务团队精心打造并提供高效的训练部署最优方案与实践经验,助力业务高效推进。
2、专注于模型轻量化结构的创新设计与性能雕琢,研发在效果、模型大小、计算量以及功耗等综合性能方面均位居业界前列的预训练模型,引领技术发展潮流。
3、投入模型加速领域的研发,涵盖模型量化、投机采样、模型压缩、模型剪枝、模型蒸馏、网络架构搜索与创新设计等方向,确保模型在效果与运行速度上达到最佳平衡,满足车端需求。
4、开展模型架构的深度探索,包括但不限于Scaling Law、MoE、Transformer、高效训推框架以及基座模型训练等前沿领域,开拓技术边界,为自动驾驶技术突破提供核心支持 。
职位要求
1、熟悉主流自动驾驶算法,熟悉CNN,Transformer以及优化架构原理
2、有AutoML、模型量化,蒸馏等相关经验
3、熟悉Python开发、算法和数据结构
4、具备扎实的研发功底,有在相关领域(IJCV、PAMI、CVPR、ICCV、ECCV、NIPS、AAAI 等)发表论文者优先;或在相关领域竞赛(ImageNet、COCO、Kitti、Waymo、nuScenes等等)中取得较好成绩者优先。
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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