Staff Machine Learning (Ranking) Engineer (Ads Quality)마운틴뷰, 캘리포니아 주 공고 ID: 3293702
쿠팡이 추구하는 인재상은 복잡한 현실 세계의 문제를 해결하고 세계적 수준의 솔루션을 구축하며 수백만 명의 삶을 윤택하게 만드는 일에 열정적인 사람입니다. 쿠팡의 개발자들은 지식을 공유하고 서로에게 자극을 받아 멋진 아이디어를 내놓는 등 서로를 통해 배우며, 깊이 있는 영향력을 함께 만들고자 매우 빠른 속도로 움직이고 있습니다. 사내기술 개발, 모바일 아키텍처 혁신, 머신러닝 및 딥러닝의 활용 가능성 제고 등 쿠팡이 성장함에 따라 발생하는 큰 도전과제를 수행할 기회를 얻을 수 있습니다. 쿠팡은 여러분과 함께 고객이 ‘쿠팡 없이 어떻게 살았을까?’라고 생각하는 세상을 만들어 나갈 것입니다.
- 문제 해결능력
- 목표 지향적
- 민첩한 사고
Coupang is reimagining the shopping experience with the goal of wowing each customer from the instant they open the Coupang app to the moment an order is delivered to their door.
Powered by an outstanding end-to-end e-commerce and logistics network and a fanatical culture of customer centricity, Coupang has broken tradeoffs around speed, selection and price. Today, we provide exceedingly fast shipping speeds on millions of items including fresh groceries, delivered within hours nationwide, 365 days a year.
We are doing this for millions of consumers in Korea. Korea is home to one of the largest and fastest growing e-commerce opportunities anywhere in the world.
As our Staff 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 e-commerce 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.
What You Will do
- 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
- 8+ 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 actual or perceived race (including traits historically associated with race, including but not limited to hair texture and protective hair styles), color, religion, religious creed (including religious dress and grooming practices), sex or gender (including pregnancy, childbirth, breastfeeding, and medical conditions related to pregnancy, childbirth or breastfeeding), gender identity, gender expression, sexual orientation, ,ancestry, national origin (including language use restrictions), age (40 and over), physical or mental disability, medical condition, genetic information, HIV/AIDS or Hepatitis C status, family status (including but not limited to marital or domestic partnership status), military or veteran status, use of a trained dog guide or service animal, political activities or affiliations, ancestry, citizenship, family and medical leave status, status as a victim of any violent crime, 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 of recruiting process due to a disability, please contact us at email@example.com.
- Senior Software Engineer
- Software Engineering Manager
- Technical Program Manager
- Product Manager (Product Owner)
- Tech Recruiter
글로벌 미션을 수행합니다
쿠팡은 서울, 상하이, 베이징, 실리콘밸리 그리고 시애틀에 오피스를 둔 글로벌 기업입니다.
쿠팡 본사는 롯데월드호텔 및 롯데월드몰과 가까운 서울 도심에 위치하고 있습니다.
상하이 오피스는 식당가와 헬스장 그리고 에버그린호텔과 참타임 스퀘어 쇼핑몰(Chamtime Square Shopping Mall)과 인접한 편리한 곳에 위치하고 있습니다.
베이징 오피스는 최고급 오피스 타워인 원인디고(One Indigo)에 있습니다. 탁 트인 전망을 자랑하는 12층에 위치하고 있어 인디고공원과 바강, 베이징 전경을 볼 수 있습니다. 몇 걸음만 가면 인디고 쇼핑몰이 있어 편리하며 주차 공간도 넉넉합니다.
실리콘밸리에 있는 마운틴뷰 오피스는 미국 항공우주국 에임즈 연구센터(NASA Ames Research Center)와 방문객 센터 건너편에 위치하고 있습니다.
시애틀 오피스는 시애틀 도심의 중심부에 있으며 식당가와 파이크 플레이스 마켓(Pike Place Market)과 같은 관광명소와 가까운 곳에 위치하고 있습니다.
추천 채용 정보
- Senior Back-end Engineer (Pricing Applications and Tools) Software Development Engineers 마운틴뷰
- Senior Staff Android Engineer Software Development Engineers 마운틴뷰
- Staff Ranking Engineer (Query Understanding and Product Knowledge) Software Development Engineers 마운틴뷰