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Principal Machine Learning Engineer (Search Recommendation)

마운틴뷰, 캘리포니아 주 공고 ID: 2452089

Overview

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.

성공 요건

  • 팀플레이어
  • 적응력
  • 독창성
  • 셀프스타터
  • 문제 해결능력
  • 목표 지향적
  • 민첩한 사고

Responsibilities

공고 ID 2452089 등록일 12/24/2020 위치 마운틴뷰, 미국

Company Introduction

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.

Role Overview

As our Principal Software Engineer/Applied Machine Learning Engineer for Recommendations, you will be responsible for developing, designing the new features and improve existing features for many product areas we own. 

Recommendation team is responsible for Coupang’s product recommendation, personalized gateway and product review quality. Product recommendation is a fast-growing area and we are continuously improving recommendation quality to help more and more customers find the best products for them. We have also just started investing in personalized Gateway, aiming to build one of the best e-commerce discovery experiences. The team launched the first Learning to Rank platform in Coupang. We use state of the art Machine Learning and Deep Learning technologies, and we continuously innovate and build highly scalable systems to support the growing business and customer engagement.

What you will do

  • Develop new Machine Learning features
  • Develop models to create new recommendation algorithm or improve existing algorithms
  • Mine vast amount of data to gain insights from customer behavior
  • Create data jobs to generate Machine Learning features; build and train new models; run experiments to validate and launch new models
  • Responsible for the production system running Machine Learning models
  • Own the full practical Machine Learning process end to end

Basic Qualifications

  • 8+ years experience working with large-scale, complex datasets to create and optimize machine learning models
  • Track record of diving into data to discover hidden patterns and solving problems with data science
  • Fast paced self-learner with proven record of launching successful features and improving business metrics
  • Write robust and efficient code using Java, Python etc with unit and integration tests
  • Understand production environment, continuous build, monitoring and alerting. Able to dive deep to debug and resolve usual production issues. 

Preferred Qualifications

  • Track record of diving into data to discover hidden patterns and solving operational problems with data science
  • Practical understanding and hands-on experience with the following:
    • Supervised learning methods (linear and logistic regression, generalized linear models, decision trees, random forests, support vector machines, neural networks / deep learning, etc.).
    • Unsupervised learning methods (K-means, hierarchical clustering)

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 usrecruiting@coupang.com.

커리어패스

  • Senior Software Engineer
  • Software Engineering Manager
  • Technical Program Manager
  • Product Manager (Product Owner)
  • Tech Recruiter

기술 트렌드

복지혜택

  • 유연근무제

  • 열린 문화

  • 팀별 행사

  • 협업 기회

  • 글로벌 근무환경

글로벌 미션을 수행합니다

쿠팡은 서울, 상하이, 베이징, 실리콘밸리 그리고 시애틀에 오피스를 둔 글로벌 기업입니다.

한국 서울

쿠팡 본사는 롯데월드호텔 및 롯데월드몰과 가까운 서울 도심에 위치하고 있습니다.

중국 상하이

상하이 오피스는 식당가와 헬스장 그리고 에버그린호텔과 참타임 스퀘어 쇼핑몰(Chamtime Square Shopping Mall)과 인접한 편리한 곳에 위치하고 있습니다.

중국 베이징

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.

미국 마운틴뷰

실리콘밸리에 있는 마운틴뷰 오피스는 미국 항공우주국 에임즈 연구센터(NASA Ames Research Center)와 방문객 센터 건너편에 위치하고 있습니다.

미국 시애틀

시애틀 오피스는 시애틀 도심의 중심부에 있으며 식당가와 파이크 플레이스 마켓(Pike Place Market)과 같은 관광명소와 가까운 곳에 위치하고 있습니다.

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  • Software Development Engineers, 마운틴뷰, 캘리포니아 주, 미국Remove