쿠팡 · Eats Tech

Senior Staff Data Scientist

#쿠팡 채용#쿠팡 데이터·AI 면접#데이터·AI 면접

이 공고, 이렇게 물어볼 겁니다

Q1
실제로 구현한 시스템 중에서, 자동화된 의사결정 로직이 가장 복잡했던 사례는 무엇인가요? 그때 어떤 문제를 해결하려고 했나요?
🎯 자동화된 의사결정 로직 구현 능력 확인
Q2
데이터 처리와 모델링을 결합하여 스케일러블한 솔루션을 구축한 경험을 하나 말해주세요. 그때 어떤 도전을 겪었고, 어떻게 해결했나요?
🎯 스케일러블한 솔루션 구축 능력 확인
Q3
운용 최적화 문제를 해결하기 위해 데이터 주도적인 접근 방식을 사용한 경험을 하나 말해주세요. 그때 어떤 지표를 사용했으며, 어떻게 개선했나요?
🎯 운용 최적화 문제 해결 능력 확인
Q4
production-ready 코드를 작성하고 엔지니어와 협력하여 시스템을 구축한 경험을 하나 말해주세요. 그때 어떤 문제가 발생했으며, 어떻게 해결했나요?
🎯 production-ready 코드 작성 및 협력 능력 확인
Q5
비즈니스 목표와 일치하는 솔루션을 개발하기 위해 이해관계자와 협력한 경험을 하나 말해주세요. 그때 어떤 도전을 겪었고, 어떻게 해결했나요?
🎯 비즈니스 목표와 일치하는 솔루션 개발 능력 확인
질문만 읽으면 컨닝이에요. 소리 내어 답해보세요 — 어디서 틀어지는지 짚어드립니다.

공고 내용

About us

Coupang Eats is creating new experiences that make everyday life more convenient for customers by expanding its services beyond food delivery into grocery and retail shopping. Driven by a constant commitment to delivering a better customer experience, we continue to challenge ourselves and lead innovation across new services and categories.

Coupang Eats empowers employees who create opportunities and deliver results by giving them greater roles and responsibilities. Here, you can turn your ideas into action, create even greater opportunities through your achievements, and experience the fulfillment of directly driving business growth.

If you want to grow alongside experts in their respective fields and take on even greater challenges together, join Coupang Eats today.

About the Role

Coupang Eats is looking for a Data Scientist who can go beyond analysis and build systems that directly influence business decisions at scale.

In this role, you will work on complex, real-world problems across marketplace operations, with huge amount of data having a lot of complexity. You will be expected to turn these challenges into structured solutions by combining analytical thinking, modeling, and production-ready implementations.

Why This Role

· This is a hands-on role with strong ownership — from framing problems to deploying solutions that drive measurable impact.

· You will work across Coupang Eats’ Korea and Japan markets, solving similar classes of problems under different data conditions and operational environments, and scaling solutions across regions.

· The role leans heavily toward building scalable modeling and automation systems (~70%), with a smaller portion focused on analytical exploration and insights (~30%).

· Direct impact on a fast-growing, highly competitive marketplace

· Opportunities to work on large-scale, complex, real-world data problems

· High ownership and ability to see your work used in production and direct interaction with leadership team in Coupang Eats.

What You Will Work On

You will work on problems where simple analysis is not sufficient, requiring scalable systems and automated decision logic.

Platform Coverage

· Developing image recognition to help our restaurant onboard to Coupang Eats quickly

· developing AI solutions to generate marketing targeting segments and even banners, creatives

Data Automation at Scale

· Replace manual processes with automated pipelines

· Build systems that generate reliable datasets used for business decisions

· Improve data quality and coverage with minimal manual intervention

· These systems directly power downstream decisions such as pricing, selection, and marketplace strategy

Operational Optimization Problems

· Work on problems such as delivery efficiency, ETA accuracy, and marketplace balance

· Translate operational challenges into data-driven solutions that can be deployed and iterated on

· Focus on improving not just model performance, but real-world outcomes

What You Will Do

· Break down ambiguous business problems into structured, solvable components

· Design and implement scalable solutions combining data processing, modeling, and system logic

· Own the full lifecycle: problem definition → solution design → deployment → iteration

· Build production-ready code and collaborate closely with engineers

· Partner with stakeholders to ensure solutions are aligned with business goals

What We Are Looking For

Problem Solving Ownership

· Strong ability to work through open-ended problems by analysing business requirements and applying AI/ML techniques

· Comfortable making decisions based on data and imperfect information

· Track record of delivering practical solutions with measurable impact

Technical Strength

· Proficiency in Python or SQL + vibe-coding and harness engineering.

· Experience working with large-scale data and building reliable data, AI workflows, AI agents.

· Familiarity with modeling, algorithms, or optimization techniques

· Ability to write clean, maintainable, and production-quality code

Ways of Working

· Focus on building solutions that scale rather than one-off analyses

· Strong learning agility — able to pick up new tools or approaches quickly

· Pragmatic mindset: choose the right approach for the problem, not just the most complex one

· English proficiency preferred

Recruitment Process and Others:

Recruitment Process

· Application Review - 1st Interview - Virtual Onsite Interviews - Offer

· The exact nature of the recruitment process may vary according to the specific job and may be changed due to scheduling or other circumstances.

· Interview schedules and the results will be informed to the applicant via the e-mail address submitted at the application stage.

Things to Consider

· This job posting may be closed prior to the stated end date for application if all openings are filled.

· Coupang has the right to rescind an offer of employment if a candidate is found to have submitted false information as part of the application p

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