Xiaomi Technology

新业务部-视觉大模型算法工程师/专家

Xiaomi Technology  •  Onsite  •  8 days ago
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Job Description

新业务部-视觉大模型算法工程师/专家上海、西安、北京社招全职职位 ID:A257482A职位描述1. 负责手机影像相关视觉大模型算法的研发,研发方向包括:多模态大模型(VLM、MLLM)、生成式大模型(AIGC)、及相关计算机视觉感知理解算法(检测、关键点、识别、跟踪)等,参与和主导上述模型在自研芯片平台上的设计、开发与优化。
2. 上述方向的数据集构建及预处理工作,包括收集图像数据,标注数据,数据增强和数据的清洗等;
3. 模型的架构设计、开发和优化工作,提升模型的性能和效率,支撑算法在手机影像应用场景的商用落地;
4. 与芯片、系统架构、软件、验证、调试工程师等共同完成相应实现方案的开发工作;
5. 结合AI技术与硬件特性实现对创新方案的探索与预研,撰写相关专利;职位要求1. 计算机科学、应用数学、模式识别、计算机视觉、人工智能或相关专业硕士或博士学历;
2. 具备3年以上图像处理、计算机视觉、深度学习、AI芯片等相关领域研发经验,有视频或图像生成、视觉多模态项目经历者优先;
3. 精通图像处理算法(如OpenCV)及深度学习框架(如PyTorch、TensorFlow等),有利用较大规模数据训练模型的经验,包括大模型预训练、后训练、强化学习等;
4. 参加过完整算法特性的设计、 过往经历中有大规模AI算法和产品的完整研发落地经验者优先;
5. 在视觉生成大模型、多模态大模型等领域发表高质量计算机视觉相关期刊、会议论文者优先,高质量学术竞赛获奖者优先。 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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