Xiaomi Technology

多模态算法工程师-汽车

Xiaomi Technology  •  Onsite  •  3 months ago
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Job Description

多模态算法工程师-汽车南京校招正式算法类2026届春季校招计划职位描述1、研发多模态大模型算法框架,推动多模态大模型算法在整车运动场景交付中的任务规划、推理决策技术落地。
2、参与整车运动多模态数据集(环境、路面、车身运动、传感器等)的清洗、标注及高效存储方案设计和推进。
3、负责多模态大模型的Post traing训练工作,包含SFT、RL训练以及对齐等面向应用场景的微调训练,提升模型在复杂环境中的泛化能力。
4、建立多模态大模型性能评测体系,设计覆盖准确性、实时性、鲁棒性等维度的评测指标与基准数据集。
5、推进多模态大模型轻量化、端侧部署及推理加速技术,优化多模态大模型在平台上的运行效率。职位要求1、硕士及以上学历,计算机科学、机器人学、人工智能、自动化等相关专业;
2、扎实的数学与机器学习基础,熟悉Transformer、Diffusion Model等架构,精通PyTorch/TensorFlow等深度学习框架;
3、工程能力:熟练使用Python/C++,熟悉ROS2机器人开发框架,具有多模态模型部署(ONNX/TensorRT等)及硬件加速(Orin、RTX平台)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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