Xiaomi Technology

算法架构工程师 - 训练推理框架方向

Xiaomi Technology  •  Onsite  •  8 days ago
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Job Description

算法架构工程师 - 训练推理框架方向北京社招全职职位 ID:A94317职位描述1、小米算法架构团队,通过技术及模型能力迭代支撑搜广推业务,持续提升广告/推荐场景点击率、转化率等业务指标,持续提升业务能力
2、负责分布式的训练框架及推理框架的研发及性能优化工作,实现大规模稀疏模型的训练及推理能力落地
3、负责特征DSL相关能力建设,持续优化特征工程、模型迭代效率
4、探索容器化、异构计算、大模型训练/推理等前沿技术架构方向,参与一站式分布式机器学习平台的研发,实时追踪业界最先进技术及落地。
5、持续优化代码性能,提升模型迭代效率,为公司节省计算成本。职位要求1、掌握机器学习/深度学习基础理论知识,了解常见的个性化推荐算法;熟悉TensorFlow/PyTorch等深度学习框架设计原理、阅读过相关源码者优先;
2、熟练掌握C++/Rust,会使用Python、Java等编程语言,或者可以在一个月内熟练掌握一门语言;
3、掌握GPU编程,熟悉CUDA、并行计算等技术者优先,有算子开发及优化经验者优先;
4、有主流大规模推荐/搜索/广告引擎架构经验者优先;
5、追求挑战,较强学习能力和实践精神,有强烈的求知欲、好奇心,能及时关注和学习业界最新技术。
6、对代码有执念,追求极致,具备一定影响力的开源项目者优先; 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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