Staff Machine Learning Engineer (CMG Engineering)

Company: Coupang
Location: Mountain View
Posted on: February 1, 2025

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 OverviewAs 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 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 and search-based advertising.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.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 mechanisms, e.g. automated bidding, query expansion etc. for improving advertising platform efficiency
• Develop new techniques for providing suggestions for advertisers to identify opportunities in the marketplace and improve their return on investments
• Architect our machine learning platform 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 featuresBasic Qualifications
  • 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 equivalentPreferred Qualifications
    • Experience working with AWS (Amazon web services)
    • Experience with advertising systems/Search advertising/Advertising Marketplace
    • Experience working in startupsPay & BenefitsOur 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/year in our highest geographic market. Pay is based on several factors including market location and may vary depending on job-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 commuter benefits
      • MTV - [Free] Electric Car Charging StationGeneral Description of Other Compensation"Other Compensation" includes, but is not limited to, bonuses, equity, or other forms of compensation that would be offered to the hired applicant in addition to their established salary range or wage scale.Coupang is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to actual or perceived race, color, religion, religious creed, sex or gender, gender identity, gender expression, sexual orientation, national origin, age (40 and over), physical or mental disability, medical condition, genetic information, family status, military or veteran status, use of a trained dog guide or service animal, political activities or affiliations, or any other characteristic protected by law.If you need assistance and/or a reasonable accommodation in the application of recruiting process due to a disability, please contact us at .
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Keywords: Coupang, Rancho Cordova , Staff Machine Learning Engineer (CMG Engineering), Engineering , Mountain View, California