Principal Data Scientist
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:2020-10-21
- 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
- 职位月薪:3-4万/月
- 职位类别:算法工程师
职位描述
Principal Data Scientist-GO
Coupang is one of the largest and fastest growing e-commerce platforms on the planet. We are on a mission to revolutionize everyday lives for our customers, employees and partners. We solve problems no one has solved before to create a world where people ask, “How did we ever live without Coupang?” Coupang?is a global company with offices in Beijing, Los Angeles, Seattle, Seoul, Shanghai, and Silicon Valley.
Global Operations (GO) is the key department of Coupang that operates Supply Chain and Logistics to ensure a fast and high-quality delivery service to our customers. GO Data Science team applies data-driven techniques to transform business processes of fulfillment centers (FCs) and transportations. Our team provides ad-hoc statistical analyses to reveal operational problems and identify root causes in various operation processes. We provide decision support by building machine learning and optimization models/algorithms to solve business problems with complex rules and conflicting objectives, such as labor planning, task scheduling, FC picking/stowing optimization, operational anomaly detection, transportation routing, etc.
Key Responsibilities:
- Apply machine learning/operations research/analytical techniques to address FC business needs, help cut operation cost, and optimize customer experiences
- Define problems, develop customized algorithms/models, and perform experimentation to provide actionable insights to stakeholders
- Mine and analyze FC domain data to identify improvement opportunities and drive improvement of FC operations
- Work with other functional teams to implement algorithms/models, and monitor outcomes
- Partner with stakeholders throughout the FC organization to identify opportunities for leveraging FC data to drive business solutions
Basic Qualifications:
- Masters or PhDs in Statistics, Operations Research, CS or a quantitative discipline
- 3+ years of work experience in application of machine learning/OR techniques to solve practical business problems. 5+ years of professional experience in such areas is preferred.
- Programming experience using Python/R/SQL to manipulate data, develop algorithms/models, and draw insights from large data sets
- Strong analytical and problem solving skills
- Team player with a self-motivated and “CAN-DO” attitude
- Ability to learn new techniques, and meet deadlines in a fast-moving environment
- Good communication skills in English, written and verbal; ability to present data and its implications in a clear and concise manner
Preferred Qualifications:
- Knowledge of ecommerce FC operations
- Knowledge and experience with distributed data computing tools, such as Hive, Spark
- Knowledge and experience with Java, C, C++
- Experience with data visualization tools, such as Tableau, PowerBI, etc
职能类别:算法工程师
公司介绍
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