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Staff Machine Learning Engineer (CMG Engineering)

Company: Coupang
Location: Mountain View
Posted on: June 1, 2024

Job Description:

We exist to wow our customers. We know we're doing the right thing when we hear our customers say, "How did we ever live without Coupang?" Born out of an obsession to make shopping, eating, and living easier than ever, we're collectively disrupting the multi-billion-dollar e-commerce industry from the ground up. We are one of the fastest-growing e-commerce companies that established an unparalleled reputation for being a dominant and reliable force in South Korean commerce.
We are proud to have the best of both worlds - a startup culture with the resources of a large global public company. This fuels us to continue our growth and launch new services at the speed we have been since our inception. We are all entrepreneurial surrounded by opportunities to drive new initiatives and innovations. At our core, we are bold and ambitious people that like to get our hands dirty and make a hands-on impact. At Coupang, you will see yourself, your colleagues, your team, and the company grow every day.
Our mission to build the future of commerce is real. We push the boundaries of what's possible to solve problems and break traditional tradeoffs. Join Coupang now to create an epic experience in this always-on, high-tech, and hyper-connected world.
Role Overview
As our Staff Machine Learning Engineer forCoupang Media Group, AdsQuality,you will be responsible for developing, designingmachine learning models, optimization algorithms and new product featuresfor our advertising platform.
The Coupang Media Group (CMG) is responsible for providing vendors that sell their products on Coupang with a host of marketing products and services. Our group is responsible for advertising brands and products inside our e-commerce website.
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 andsearch-basedadvertising.
In this role you will be responsible forinnovatingand buildingour new adquality stackfor our ads platformand eventually extend it into a full ad exchange, DSP, and SSP.
What You Will do

  • Design features and build large-scale machine learning modelsand systemsto improve ad targeting, relevance,ranking,and engagement
  • Develop new techniques forautomatedmechanisms, e.g.automatedbidding, query expansionetc.for improving advertisingplatformefficiency
  • Develop new techniques forproviding suggestionsfor advertiserstoidentify opportunities in the marketplace and improve their return oninvestments
  • Architectour machine learningplatformatinternet scale
  • Effectively leadprojects across teamsand mentor the junior developers
  • Work with product and sales teams to design and implement new ad productfeatures

    Basic Qualifications

    • 8+ years of industry software engineering experiencein machine learning,statistics,information retrieval
    • Deep knowledge inmachine 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

      Preferred Qualifications

      • Experience working with AWS (Amazon web services)
      • Experience with advertising systems/Search advertising/Advertising Marketplace
      • Experience working in startups

        Pay & Benefits
        Our compensation reflects the cost of labor across several US geographic markets. At Coupang, your base pay is one part of your total compensation.
        The base pay for this position ranges from $142,000 / year in our lowest geographic market to $309,000 / yearin our highest geographic market. Pay is based on several factors including market location and may vary depending onjob-related knowledge, skills, and experience.
        General Description of All Benefits

        • Medical/Dental/Vision/Life, AD&D insurance
        • Flexible Spending Accounts (FSA) & Health Savings Account (HSA)
        • Long-term/Short-term Disability
        • Employee Assistance Program (EAP) program
        • 401K Plan with Company Match
        • 18-21 days of the Paid Time Off (PTO) a year based on the tenure
        • 12 Public Holidays
        • Paid Parental leave
        • Pre-tax commuterbenefits
        • MTV - [Free] Electric Car Charging Station

          General Description of Other Compensation
          "Other Compensation" includes, but is not limited to, bonuses, equity, or other forms of compensation that wouldbe offered to the hired applicant in addition to their established salary range orwage scale.
          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.Coupang is also committed to providing a safe work environment for its employees and its consumers. As a condition of employment, Coupang requires employees to be fully vaccinated against Covid-19, subject to legally required accommodations.
          If you need assistance and/or a reasonable accommodation in the application of recruiting process due to a disability, please contact us at .

Keywords: Coupang, Mountain View , Staff Machine Learning Engineer (CMG Engineering), Engineering , Mountain View, California

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