Senior Principal Machine Learning Engineer

Coupang
Coupang

Job Overview

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.Job Overview: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.Key Responsibilities:* 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 featuresQualifications:* 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 equivalentPreferred* Experience with advertising systems/Search advertising/Advertising Marketplace* Experience working with AWS (Amazon web services)* Experience working in startupsCoupang 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 [email protected]

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