Data Scientist -GO Data Science
韩领网络科技(上海)有限公司
- 公司规模:150-500人
- 公司性质:外资(非欧美)
- 公司行业:计算机软件
职位信息
- 发布日期:2017-03-28
- 工作地点:上海-浦东新区
- 招聘人数:1人
- 工作经验:5-7年经验
- 学历要求:本科
- 语言要求:英语 良好
- 职位月薪:1千以下/年
- 职位类别:数据库工程师/管理员
职位描述
职位描述:
Data Scientist – GO Data Science
Coupang is one of the largest and fastest growing e-commerce platforms on the planet. Our mission is to create a world in which Customers ask “How did I ever live without Coupang?” We are looking for passionate builders to help us get there. Powered by world-class technology and operations, we have set out to transform the end-to-end Customer experience -- from revolutionizing last-mile delivery to rethinking how Customers search and discover on a truly mobile-first platform. We have been named one of the “50 Smartest Companies in the World” by MIT Technology Review and “30 Global Game Changers” by Forbes.
Coupang is a global company with offices in Beijing, Los Angeles, Seattle, Seoul, Shanghai, and Silicon Valley.
Who We Are?
GODS (Global Operations Data Science) will transform business processes in Global Operations (GO) using Statistical techniques, Optimization and Machine Learning.
GO is the biggest department in Coupang that operates the Supply Chain and Logistics. As a B2C e-commerce company, Coupang has 10 Fulfillment Centers all round Korea and hire more than 1 thousand delivery men. It’s famous for fast and high-end delivery service. The scalability and sustainability of the service depend on if we could build data driven operations.
Our team provide ad-hoc statistical analysis to reveal the waste, efficiency, capacity, etc. in various operation processes. We also build forecasting models to predict demand using time series models or machine learning models. The predicted demand usually is used as the input for planning/scheduling, such as truck routing, labor planning and batch job scheduling, with considering business objectives and operation rules.
Responsibilities:
? Research and build statistical/probability models to proactively provide strategic recommendations to business partners that can drive effective impact
? Conduct in-depth data analyses to drive and deliver insights to help business partners make strategic decision
? Implement date science and data mining techniques to solve business problems
? Partner with different functional teams, leveraging various tools to automate models and reports
? Cares deeply about data quality and demonstrates this commitment by attention to quality of data and code generated
Qualifications:
? Masters/PhDs in Statistics, CS, OR or a quantitative discipline preferred
? Having conducted analyses for ecommerce warehouse is a preferred
? 3+ years of experience in data analytics /data mining and statistical methods application. 5+ years of professional experience in such areas preferred
? Work experience in programming using R/Python/Scala to apply statistical/analytical/data mining methods to solve problems
? Work experience with Hadoop and relevant tools, such as Pig, Mahout, Airflow, etc.
? Strong research and analytical mindset and extremely output-oriented
? Take initiative and ownership of work. Creative thinking and problem solving skills required
? Strong capability to draw insights/conclusions from raw data and summarize results quickly and efficiently
? Good communication skills in English, written and verbal; ability to present data and its implications in a clear, concise manner
? Team player with excellent interpersonal skills, self-motivated, energetic, “CAN-DO” attitude and ability to meet deadlines in a fast-moving environment
? Strong data visualization skills is a plus, such as Excel pivot tables, Tableau, etc.
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Data Scientist – GO Data Science
Coupang is one of the largest and fastest growing e-commerce platforms on the planet. Our mission is to create a world in which Customers ask “How did I ever live without Coupang?” We are looking for passionate builders to help us get there. Powered by world-class technology and operations, we have set out to transform the end-to-end Customer experience -- from revolutionizing last-mile delivery to rethinking how Customers search and discover on a truly mobile-first platform. We have been named one of the “50 Smartest Companies in the World” by MIT Technology Review and “30 Global Game Changers” by Forbes.
Coupang is a global company with offices in Beijing, Los Angeles, Seattle, Seoul, Shanghai, and Silicon Valley.
Who We Are?
GODS (Global Operations Data Science) will transform business processes in Global Operations (GO) using Statistical techniques, Optimization and Machine Learning.
GO is the biggest department in Coupang that operates the Supply Chain and Logistics. As a B2C e-commerce company, Coupang has 10 Fulfillment Centers all round Korea and hire more than 1 thousand delivery men. It’s famous for fast and high-end delivery service. The scalability and sustainability of the service depend on if we could build data driven operations.
Our team provide ad-hoc statistical analysis to reveal the waste, efficiency, capacity, etc. in various operation processes. We also build forecasting models to predict demand using time series models or machine learning models. The predicted demand usually is used as the input for planning/scheduling, such as truck routing, labor planning and batch job scheduling, with considering business objectives and operation rules.
Responsibilities:
? Research and build statistical/probability models to proactively provide strategic recommendations to business partners that can drive effective impact
? Conduct in-depth data analyses to drive and deliver insights to help business partners make strategic decision
? Implement date science and data mining techniques to solve business problems
? Partner with different functional teams, leveraging various tools to automate models and reports
? Cares deeply about data quality and demonstrates this commitment by attention to quality of data and code generated
Qualifications:
? Masters/PhDs in Statistics, CS, OR or a quantitative discipline preferred
? Having conducted analyses for ecommerce warehouse is a preferred
? 3+ years of experience in data analytics /data mining and statistical methods application. 5+ years of professional experience in such areas preferred
? Work experience in programming using R/Python/Scala to apply statistical/analytical/data mining methods to solve problems
? Work experience with Hadoop and relevant tools, such as Pig, Mahout, Airflow, etc.
? Strong research and analytical mindset and extremely output-oriented
? Take initiative and ownership of work. Creative thinking and problem solving skills required
? Strong capability to draw insights/conclusions from raw data and summarize results quickly and efficiently
? Good communication skills in English, written and verbal; ability to present data and its implications in a clear, concise manner
? Team player with excellent interpersonal skills, self-motivated, energetic, “CAN-DO” attitude and ability to meet deadlines in a fast-moving environment
? Strong data visualization skills is a plus, such as Excel pivot tables, Tableau, etc.
职能类别: 数据库工程师/管理员
公司介绍
Coupang是全球领先、高速发展的电商。我们的使命是成为顾客生活中不可缺少的电商平台。我们秉承顾客至上的理念,为顾客提供最优价格和丰富的产品选择,并提供便捷和个性化的购物体验。 作为全球企业,我们的办公室分布在上海、北京、首尔、硅谷、西雅图等地,全球员工数超10000名。
Coupang于2010年8月开始运营。起初我们以团购业务为主,2014年转向了在线零售模式。我们的销售额在2016年翻了一番,达到约17亿美元。2017年我们的收入超过25亿美元,同比增长40%。2017年第四季度销售额同比增长60%, 2018年***季度销售额同比增长80%。作为全球增长飞速的电商创业公司之一,我们得到了投资者的认可,获得软银、黑石、红杉等机构的大笔投资。 2015年软银投资10亿美元,2018年软银再次投资20亿美元,这使我们的估值达90亿美元。
助力于世界尖端技术和运营体系,我们正致力于彻底改变顾客的点对点终端体验,从引进革命性的最后一公里配送,到潜心探索优化顾客的商品检索及发现。我们也是“最后一公里配送”的领导者。我们拥有端到端的配送,由我们的司机驾车从自营物流中心直达顾客家门。我们不断创新,曾被《麻省理工科技评论》评为“全球50家最智能公司”之一,并入选《福布斯》“全球30家格局改变者”。迄今为止,只有9家公司(如亚马逊,谷歌,Facebook和Coupang)同时入选两个名单。
我们在2014年、2016年和2019年先后成立了上海、北京、深圳分公司。目前中国共有近300名员工。我们专注研发,为Coupang设计创新的技术解决方案,推动各方面业务的快速发展(包括反欺诈、前端页面、搜索与发现、供应链等)。我们的团队有工程师、数据科学家、产品经理等,并持续热招中。我们挑战平凡、积极主动、快速成长。加入我们,一起成就未来!
点击官网了解更多:https://rocketyourcareer.cn.coupang.com/
候选人隐私声明:https://rocketyourcareer.cn.coupang.com/privacy-policy
Coupang于2010年8月开始运营。起初我们以团购业务为主,2014年转向了在线零售模式。我们的销售额在2016年翻了一番,达到约17亿美元。2017年我们的收入超过25亿美元,同比增长40%。2017年第四季度销售额同比增长60%, 2018年***季度销售额同比增长80%。作为全球增长飞速的电商创业公司之一,我们得到了投资者的认可,获得软银、黑石、红杉等机构的大笔投资。 2015年软银投资10亿美元,2018年软银再次投资20亿美元,这使我们的估值达90亿美元。
助力于世界尖端技术和运营体系,我们正致力于彻底改变顾客的点对点终端体验,从引进革命性的最后一公里配送,到潜心探索优化顾客的商品检索及发现。我们也是“最后一公里配送”的领导者。我们拥有端到端的配送,由我们的司机驾车从自营物流中心直达顾客家门。我们不断创新,曾被《麻省理工科技评论》评为“全球50家最智能公司”之一,并入选《福布斯》“全球30家格局改变者”。迄今为止,只有9家公司(如亚马逊,谷歌,Facebook和Coupang)同时入选两个名单。
我们在2014年、2016年和2019年先后成立了上海、北京、深圳分公司。目前中国共有近300名员工。我们专注研发,为Coupang设计创新的技术解决方案,推动各方面业务的快速发展(包括反欺诈、前端页面、搜索与发现、供应链等)。我们的团队有工程师、数据科学家、产品经理等,并持续热招中。我们挑战平凡、积极主动、快速成长。加入我们,一起成就未来!
点击官网了解更多:https://rocketyourcareer.cn.coupang.com/
候选人隐私声明:https://rocketyourcareer.cn.coupang.com/privacy-policy
联系方式
- Email:chinajobs@coupang.com
- 公司地址:地址:span金科路2889弄长泰广场C座7楼