Coupang
Staff Machine Learning Engineer (CMG Engineering)
Coupang, Mountain View, California, us, 94039
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 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 engagementDevelop new techniques for automated mechanisms, e.g. automated bidding, query expansion etc. for improving advertising platform efficiencyDevelop new techniques for providing suggestions for advertisers to identify opportunities in the marketplace and improve their return on investmentsArchitect our machine learning platform at internet scaleEffectively lead projects across teams and mentor the junior developersWork 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 retrievalDeep knowledge in machine learning, deep learning, and statistical modelingExcellent communicator, both to technical and business audiencesStrong problem-solving skillsSelf-starter and innovator who likes to solve complex problemsProven track record of taking ownership and successfully delivering resultsAbility to deal with ambiguity in business and technologyAbility to work in multi-cultural, cross functional teamBachelors’ 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 MarketplaceExperience working in startupsPay & 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/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 insuranceFlexible Spending Accounts (FSA) & Health Savings Account (HSA)Long-term/Short-term DisabilityEmployee Assistance Program (EAP) program401K Plan with Company Match18-21 days of the Paid Time Off (PTO) a year based on the tenure12 Public HolidaysPaid Parental leavePre-tax commuter benefitsMTV - [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.
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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 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 engagementDevelop new techniques for automated mechanisms, e.g. automated bidding, query expansion etc. for improving advertising platform efficiencyDevelop new techniques for providing suggestions for advertisers to identify opportunities in the marketplace and improve their return on investmentsArchitect our machine learning platform at internet scaleEffectively lead projects across teams and mentor the junior developersWork 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 retrievalDeep knowledge in machine learning, deep learning, and statistical modelingExcellent communicator, both to technical and business audiencesStrong problem-solving skillsSelf-starter and innovator who likes to solve complex problemsProven track record of taking ownership and successfully delivering resultsAbility to deal with ambiguity in business and technologyAbility to work in multi-cultural, cross functional teamBachelors’ 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 MarketplaceExperience working in startupsPay & 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/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 insuranceFlexible Spending Accounts (FSA) & Health Savings Account (HSA)Long-term/Short-term DisabilityEmployee Assistance Program (EAP) program401K Plan with Company Match18-21 days of the Paid Time Off (PTO) a year based on the tenure12 Public HolidaysPaid Parental leavePre-tax commuter benefitsMTV - [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.
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