Coupang
Senior,MachineLearningEngineer(EatsSearchandDiscovery)
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“Senior, Machine Learning Engineer (Eats Search and Discovery) at Coupang. Skills: Machine Learning, Search Systems, LLM. Design search system. Develop search system”
What You'll Achieve.
Improve search quality; Improve customer experience; Discover meaningful features; Improve model performance
Industry & Context.
Problem identification; Data-driven approaches
What They're Looking For.
Must Have
3+ years experience developing ML models, Experience deploying ML models in production, Experience with large-scale datasets, Experience solving complex problems, Experience collaborating across teams, Experience contributing to technical decisions, Proficiency in Python or Java, Hands-on development experience
Nice to Have
Master's or Ph.D. degree, Industry experience applying LLMs, Industry experience tuning LLMs, Experience working with large-scale online serving systems, Ability to clearly explain complex technical concepts, Ability to contribute to team growth, Proficiency in English and Korean, Experience working in global environments
What You'll Do.
Develop search system
Operate search system
Improve search system
Build machine learning models
Implement machine learning models
Build foundational models
Implement foundational models
Research LLM-based models
Fine-tune LLM-based models
Apply LLM-based models
Analyze large-scale datasets
Discover meaningful features
Improve model performance
Design online experiments
Analyze online experiments
Solve search-related problems
Collaborate with stakeholders
How You'll Work.
Team & Collaboration
Across engineering; Across product; Across business teams
Communication Scope
Explain complex concepts
Full Job Description
Korean text follows English Company Introduction We exist to wow our customers. We know we’re doing the right thing when we hear our customers say, “How did I ever live without Coupang?” Born out of an obsession to make shopping, eating, and living easier than ever, we are collectively disrupting the multi-billion-dollar commerce industry from the ground up and establishing an unparalleled reputation for being leading 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 entrepreneurs 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. Team Overview Coupang Eats is offering both food delivery and quick-commerce solutions to Korean customers. Additionally the food delivery experience is also available in the Japanese market. Within this space, the team is responsible for the search funnel for these 3 verticals. This encompasses all the different layers of search (retrieval, relevance, query understanding, ranking, etc.). Search is a fast-growing area, and we are working to improve the quality of search to ensure that customers find the best dish, store or item for them. We use the state-of-the-art Machine Learning and Deep Learning technologies to ensure the best quality of search, and we are continuously innovating and building highly scalable systems to support the growing business
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