Xiaomi Technology

高级广告算法工程师

Xiaomi Technology  •  Onsite  •  8 days ago
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Job Description

高级广告算法工程师北京社招全职职位 ID:A251739职位描述1、主导小米商业化核心场景(搜索广告、oCPX智能出价等)的算法架构设计与技术演进,构建支撑十亿级日活、百万级QPS的高性能智能决策系统,具备从算法策略到底层工程的全栈架构视野与技术判断力。
2、引领深度学习、强化学习、大语言模型、多模态学习等前沿技术在广告智能决策领域的创新应用,突破传统技术边界,打造具有行业影响力的技术标杆,驱动商业化核心指标跨越式增长。
3、构建面向海量用户行为与商业内容的数据智能体系,深度挖掘用户意图演化规律与商业价值信号,设计高维稀疏特征空间下的认知计算框架,实现从"人找货"到"货找人"的智能化商业连接范式升级。
4、优化广告全链路智能决策体系(召回、预估、出价、分配),攻克冷启动、流量探索、预算智能调控、生态长期价值优化等复杂博弈难题,打造具备自学习、自适应能力的下一代智能商业化引擎。
5、主导算法能力建设与方法论沉淀,推动算法工程一体化、MLOps体系化落地,培养技术梯队,建立行业技术影响力,引领团队持续攻克世界级技术挑战。职位要求1、硕士及以上学历,5年以上推荐或广告算法领域经验,主导过大规模广告系统或推荐系统的核心算法研发,对商业化变现逻辑有深刻业务理解。
2、精通深度学习理论,熟练掌握Pytorch、TensorFlow等主流框架,具备大规模分布式训练、模型压缩、在线学习与实时推理的实战经验。
3、扎实的工程实现能力,精通C++或Java,具备高性能算法服务开发与线上部署经验,能进行算法与工程协同的深度优化。
4、熟悉Linux开发环境,有良好的数据结构和算法设计能力,对大规模机器学习系统的训练框架、推理引擎、特征平台有体系化认知和架构设计能力。
5、有主导或参与过亿级用户规模广告平台核心算法模块(如CTR预估、智能出价、动态创意优化)的成功落地经验,或在国际顶会(KDD、NeurIPS、ICML、WWW等)发表过相关论文者优先录用。
6、追求技术挑战,具备极强的学习能力和实践精神,有强烈的求知欲与好奇心,能敏锐捕捉业界技术趋势并快速转化为业务价值。
7、优秀的执行力、推动力与跨团队沟通能力,能在复杂业务场景中推动算法方案从0到1的落地与持续迭代。 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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