资深机器学习工程师
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:2019-11-28
- 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
- 职位月薪:3-5万/月
- 职位类别:机器学习工程师
职位描述
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.
Our goal is to build the best e-commerce experience for our customers. We get millions of products from sellers and we want to build a consistent experience by automatically detecting features from catalog, and enriching the catalog with structured information. We use machine learning to develop models to extract missing data from text, detect inaccuracies and fix them automatically. We strive to build efficient workflows allowing humans to apply their judgment only when necessary.
我们致力于为客户创造***的电商体验。通过对过亿级别的商品目录自动检测,按照结构化的方式识别、丰富商品目录,打造最优用户购物体验。我们会使用机器学习,自动识别商品缺失信息,检测不准确信息并予以自动修复,识别假货,非法商品。通过打造高效的工作流,在必要阶段,为人工干预部分商品目录信息提供便利。
On a daily basis, we solve problems from different kinds product categories ranging from cellphone cases to fashion. We consume various sources of data such as catalog, reviews, views etc. to continually enhance the catalog. And we do all of this at scale that is growing at relentlessly.
每天,我们的系统会自动解决Coupang各个商品品类的问题,从手机壳到时尚用品。我们的系统会使用各个数据来源,比如目录,产品浏览,商品反馈等,来持续提升商品目录质量。
Key Responsibilities:
- Tech expert for agile team throughout the software development lifecycle
- Works cross-functionally with product owners, data scientists to drive and implement enhancements or new initiatives
- Main contributor for making decision for system architecture, promote catalog system to higher level.
- Conduct design and code review to ensure compliance with standards
- Possess expert knowledge in performance, scalability, availability, enterprise architecture and engineering best practices
- Share best practices and improve processes within or across agile teams, mentor junior developers
- Exert technical influence over multiple teams, increasing their productivity and effectiveness by sharing your deep knowledge and experience.
Basic Qualifications:
- Bachelor or above degree in Computer Science or equivalent
- 6+ years of software engineering experience and best practices in Java or other high-level language.
- 2+ years of experience leading large-scale projects.
- 2+ years of experience in machine learning project, and successfully improved key business metrics using ML
- Master one of the deep learning framework – tensorflow, keras, torch etc.
- Experience with massive data processing techniques (EMR/Hadoop/Spark, Storm etc.)
- Experiences with python, scala etc
- Good communication skills with English
职能类别:机器学习工程师
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