Xiaomi Technology

智能座舱大模型算法工程师-汽车

Xiaomi Technology  •  Beijing, CN (Onsite)  •  1 day ago
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Job Description

智能座舱大模型算法工程师-汽车
北京
校招
正式
算法类
2027届校园招聘计划
职位描述
1、参与汽车舱内外场景下视觉算法与多模态大模型相关研发,支持座舱感知理解能力的训练、评测与迭代;
2、参与计算机视觉相关算法的设计与实现,包括目标检测、分类、分割、跟踪、人脸/人体理解、行为识别等方向的模型训练与效果优化;
3、参与视觉模型在车载场景下的工程化验证与部署支持,协助完成模型转换、推理性能分析、端侧适配和问题定位;
4、与产品、交互、硬件、测试及工程团队协作,结合真实车载场景分析算法效果,推动数据、模型和策略的持续优化;
5、跟踪计算机视觉、多模态模型、端侧部署等方向的前沿技术,参与技术方案调研、论文复现、专利总结和创新场景探索。
职位要求
1、本科及以上学历,计算机、人工智能、自动化、电子信息、软件工程等相关专业,计算机视觉、图像处理、机器学习方向优先;
2、熟悉 Python / C++ 中至少一种语言,了解 PyTorch、Transformers 等主流深度学习框架,对 DeepSpeed、vLLM、SGLang、TensorRT-LLM 等大模型训练/推理框架有了解者优先;
3、熟悉计算机视觉基础算法和常见视觉任务,了解 CNN、Transformer、ViT、YOLO、CLIP、VLM、视频理解模型等视觉与多模态模型中的一种或多种;
4、有视觉相关课程项目、科研项目、实习、竞赛或开源项目经验,方向包括但不限于目标检测、图像分类、语义分割、目标跟踪、人脸识别、行为识别、3D视觉等;
5、了解模型训练、数据处理、数据增强、模型评测、推理加速、模型压缩或端侧部署中的一种或多种技术;
6、对智能汽车、智能座舱、人机交互和端侧 AI 有兴趣,具备较强的学习能力、动手能力和沟通协作能力,愿意在真实产品场景中解决算法问题。
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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