AliExpress-Staff Algorithm Engineer-Shenzhen (职位编号:GP523151)
阿里巴巴集团
- 公司规模:10000人以上
- 公司性质:上市公司
- 公司行业:互联网/电子商务
职位信息
- 发布日期:2019-03-28
- 工作地点:深圳
- 招聘人数:5人
- 工作经验:5-7年经验
- 学历要求:本科
- 职位类别:其他
职位描述
1. 负责AliExpress搜索技术团队的算法研发:开发新的算法,提升搜索/推荐效率,改善整个电子商务生态系统的环境;
2. 负责升级我们的个性化搜索/推荐检索与排名算法、供应链优化与控制理论、商家数据分析平台买家、卖家在AliExpress平台的成长;应用深度学习、强化学习和转移学习技术解决各种搜索和推荐问题;
3. 负责构建智能化业务分析决策平台:设计和实施大规模的数据统计、分析、预测算法,帮助商家做出更优的业务决策,使生态系统的运行更加智能化;
4. 负责搭建泰国语、印尼语、马来语等小语种的NLP平台,提高搜索相关性与商品的理解。
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1. Responsible for algorithm R&D of AliExpress Search Technology Team: develop new algorithms for improving search/recommendation revenue, and quality of the whole e-commerce ecosystem;
2. Responsible for upgrading our personalized search/recommendation retrieval & ranking algorithms & Supply Chain Optimization & Control Theory & Merchant Date Analysis Platformgrowth of the buyers, sellers and AliExpress platform; applying deep learning, reinforement learning, and transfer learning technology to solve various search & recommendation problems;
3. Responsible for building an intelligent business analysis & decision platform: design and implement the large-scale data statistics, analysis, prediction algorithms to help merchants make wiser business decisions, and to make the operating of the ecosystem more intelligent.
4. Responsible for building a NLP platform for minor language such as Thai Language, Indonesian Language, Malay Language and etc, to improve the quality of search relevance.
1. 计算机科学、博弈论、运筹学、统计学等专业硕士或博士学位;
2. 在机器学习、个性化搜索与推荐、用户/卖家行为建模、销售预测、供应链优化、营销算法、大规模数据分析/平台等方面有扎实的理论基础。具有深入学习、强化学习等专业知识者优先;
3. 熟悉C++、Python等,有MPI、Parameter Server、Tensorflow等分布式计算环境的经验者优先。
4. 热爱技术,有创新能力,善于自我学习,善于分析和解决问题,积极主动,有较强的团队合作精神和沟通能力。能进行流利的英语交流,会小语种语言优先。
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1. Master or PhD degree in computer science, game theory, operations research, statistics, or equivalent fields;
2. Solid theoretical foundations and industry experiences in machine learning, personalized search & recommendation, user/seller behavior modeling, sales prediction, supply chain optimization, marketing algorithm, large scale data analysis/platforms. Expertise in deep learning, reinforcement learning, explore & exploit algorithms, control theory is preferred;
3. Solid programming skills in C++, Python; Experience in distributed computing environments such as BSP、MPI、Parameter Server, Tensorflow, Caffe is preferred;
4. Passionate about technology, demonstrated ability to generate new ideas and innovations; Excellent in self-learning, problem analyzing and solving; Proactive, strong teamwork spirit and communication skills. Fluent English communication is necessary, and fluency in minor language can be a plus;
2. 负责升级我们的个性化搜索/推荐检索与排名算法、供应链优化与控制理论、商家数据分析平台买家、卖家在AliExpress平台的成长;应用深度学习、强化学习和转移学习技术解决各种搜索和推荐问题;
3. 负责构建智能化业务分析决策平台:设计和实施大规模的数据统计、分析、预测算法,帮助商家做出更优的业务决策,使生态系统的运行更加智能化;
4. 负责搭建泰国语、印尼语、马来语等小语种的NLP平台,提高搜索相关性与商品的理解。
-
1. Responsible for algorithm R&D of AliExpress Search Technology Team: develop new algorithms for improving search/recommendation revenue, and quality of the whole e-commerce ecosystem;
2. Responsible for upgrading our personalized search/recommendation retrieval & ranking algorithms & Supply Chain Optimization & Control Theory & Merchant Date Analysis Platformgrowth of the buyers, sellers and AliExpress platform; applying deep learning, reinforement learning, and transfer learning technology to solve various search & recommendation problems;
3. Responsible for building an intelligent business analysis & decision platform: design and implement the large-scale data statistics, analysis, prediction algorithms to help merchants make wiser business decisions, and to make the operating of the ecosystem more intelligent.
4. Responsible for building a NLP platform for minor language such as Thai Language, Indonesian Language, Malay Language and etc, to improve the quality of search relevance.
1. 计算机科学、博弈论、运筹学、统计学等专业硕士或博士学位;
2. 在机器学习、个性化搜索与推荐、用户/卖家行为建模、销售预测、供应链优化、营销算法、大规模数据分析/平台等方面有扎实的理论基础。具有深入学习、强化学习等专业知识者优先;
3. 熟悉C++、Python等,有MPI、Parameter Server、Tensorflow等分布式计算环境的经验者优先。
4. 热爱技术,有创新能力,善于自我学习,善于分析和解决问题,积极主动,有较强的团队合作精神和沟通能力。能进行流利的英语交流,会小语种语言优先。
-
1. Master or PhD degree in computer science, game theory, operations research, statistics, or equivalent fields;
2. Solid theoretical foundations and industry experiences in machine learning, personalized search & recommendation, user/seller behavior modeling, sales prediction, supply chain optimization, marketing algorithm, large scale data analysis/platforms. Expertise in deep learning, reinforcement learning, explore & exploit algorithms, control theory is preferred;
3. Solid programming skills in C++, Python; Experience in distributed computing environments such as BSP、MPI、Parameter Server, Tensorflow, Caffe is preferred;
4. Passionate about technology, demonstrated ability to generate new ideas and innovations; Excellent in self-learning, problem analyzing and solving; Proactive, strong teamwork spirit and communication skills. Fluent English communication is necessary, and fluency in minor language can be a plus;
职能类别: 其他
公司介绍
阿里巴巴集团的使命是让天下没有难做的生意。
我们旨在赋能企业改变营销、销售和经营的方式。我们为商家、品牌及其他企业提供基本的互联网基础设施以及营销平台,让其可借助互联网的力量与用户和客户互动。我们的业务包括核心电商、云计算、数字媒体和娱乐以及创新项目和其他业务。我们并通过子公司菜鸟网络及所投资的关联公司口碑,参与物流和本地服务行业,同时与蚂蚁金融服务集团有战略合作,该金融服务集团主要通过中国领先的第三方网上支付平台支付宝运营。
我们的愿景
我们旨在构建未来的商务生态系统。我们的愿景是让客户相会、工作和生活在阿里巴巴,并持续发展最少102年。
我们旨在赋能企业改变营销、销售和经营的方式。我们为商家、品牌及其他企业提供基本的互联网基础设施以及营销平台,让其可借助互联网的力量与用户和客户互动。我们的业务包括核心电商、云计算、数字媒体和娱乐以及创新项目和其他业务。我们并通过子公司菜鸟网络及所投资的关联公司口碑,参与物流和本地服务行业,同时与蚂蚁金融服务集团有战略合作,该金融服务集团主要通过中国领先的第三方网上支付平台支付宝运营。
我们的愿景
我们旨在构建未来的商务生态系统。我们的愿景是让客户相会、工作和生活在阿里巴巴,并持续发展最少102年。
联系方式
- Email:yjw@alibaba-inc.com