Staff Machine Learning Engineer
Mountain View, USA
Coupang
Join us to innovate. Rocket your career. Collaborate with teams across the globe. Find your role and learn more about our culture.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.
Job Overview:
As our Staff Ranking (ML) 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
Basic 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 equivalent
Preferred Qualifications:
- Experience with advertising systems/Search advertising/Advertising Marketplace
- Experience working with AWS (Amazon web services)
- Experience working in startups
Tags: AWS Computer Science Deep Learning E-commerce Engineering Machine Learning Mathematics ML models Physics Statistical modeling Statistics
Perks/benefits: Career development Medical leave Team events
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