Senior Principal Machine Learning Engineer山景城, 加利福尼亚州 职位 ID: 2226641
我们寻找的人才热衷解决复杂的现实问题、搭建世界一流的解决方案，并使数百万人生活受益。 在Coupang，开发人员互相学习 - 我们分享知识、互相激励，提出创意 - 并迅速采取行动，共同创造深远的影响。 随着公司的成长，你还将有机会应对随之出现的大规模的挑战。 这包括构建内部技术，引入新的移动端架构，以及通过机器学习和深度学习创造新的可能。 我们热忱邀请你，和我们共创一个新世界，让我们的顾客无法想象，“如果离开了Coupang该如何生活？
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.
As our Senior Principal Machine Learning Engineer for Coupang Media Group, Ads Quality, you will be responsible for developing, designing machine learning models, optimization algorithms and new product features for our advertising platform.
The Coupang Media Group (CMG) is responsible for providing vendors that sell their products on Coupang a host of marketing products and services. We launched Product Ads performance advertising marketplace late in 2018. We have grown rapidly to over 10,000 active advertisers and 150M daily ad impressions in only 5 months’ time. Our group is responsible for advertising brands and products inside our ecommerce website. To get an idea of how valuable that is, both Alibaba and Amazon make more money on advertising than on selling products.
This is an opportunity to be part of building up a new development organization with strong revenue potential inside a successful company. We’re building full-stack engineering teams to handle large scale advertising problems, including real-time behavioral targeting, auctioning and bidding systems and search based advertising.
We are in the growth phase of the organization, so you’ll be a part of managing the transition from growth phase to enterprise processes.
In this role you will be responsible for innovating and building our new ad quality stack for our ads platform and eventually extend it into a full ad exchange, DSP, and SSP. We currently handle about 1bn impressions per day from internal traffic alone.
- Design features and build large-scale machine learning models and systems to improve ad targeting, relevance, ranking, and engagement
- Develop new techniques for automated mechanism, e.g. automated bidding, query expansion etc. for improving advertising platform efficiency.
- Develop new techniques for providing suggestions for advertisers to identify opportunity in the marketplace and improve their return on investments.
- Architect our machine learning platform at at internet scale
- Effectively lead projects across teams and mentor the junior developers
- Work with product and sales teams to design and implement new ad product features
- 10+ years of industry software engineering experience in machine learning, statistics, information retrieval
- Deep knowledge in machine learning, deep learning, and statistical modeling
- Excellent communicator, both to technical and business audiences
- Strong problem-solving skills
- Self -starter and innovator who likes to solve complex problems
- Proven track record of taking ownership and successfully delivering results
- Ability to deal with ambiguity in business and technology
- Ability to work in multi-cultural, cross functional team
- Bachelors’ degree in computer science, engineering, mathematics, physics, science or equivalent
- Experience with advertising systems/Search advertising/Advertising Marketplace
- Experience working with AWS (Amazon web services)
- Experience working in startups
Coupang is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex or gender (including pregnancy, gender identity, gender expression, sexual orientation, transgender status), national origin, age, disability, medical condition, HIV/AIDS or Hepatitis C status, marital status, military or veteran status, use of a trained dog guide or service animal, political activities, affiliations, citizenship, or any other characteristic or class protected by the laws or regulations in the locations where we operate. If you need assistance and/or a reasonable accommodation in the application or recruiting process due to a disability, please contact us at firstname.lastname@example.org.
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