Senior Staff Data Scientist

Posted 23 Days Ago
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Seoul, KOR
In-Office
Senior level
eCommerce
Building the future of eCommerce. We push the boundaries of what’s possible to solve problems!
The Role
Lead development of scalable ML and data automation systems for Coupang Eats across Korea and Japan. Build production-ready models (including image recognition and AI agents), replace manual processes with automated pipelines, improve data quality, and optimize operational problems like delivery efficiency and ETA accuracy. End-to-end ownership from problem framing to deployment, working closely with engineers and stakeholders to deliver measurable business impact.
Summary Generated by Built In

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 process.
  • Coupang does not discriminate against disabled applicants or those with veteran status. We are proud to offer equal opportunities for all applicants.

Privacy Notice

  • Your personal information will be collected and managed by Coupang as stated in the Application Privacy Notice located below.
  • https://www.coupang.jobs/en/privacy-policy/

Document Return Policy

  • This notification is given pursuant to Article 11 (6) of the Fair Hiring Procedure Act.
  • A job applicant, who has applied but not been finally selected for a position at Coupang (the “ Company ”), may request the Company to return his/her hiring documents submitted pursuant to the Fair Hiring Procedure Act. However, this will not apply where the hiring documents were submitted via the website of the Company or e-mail, or where the job applicant submitted those documents voluntarily without a request from the Company. In addition, if the hiring documents were destroyed due to a natural disaster or any other reasons not attributable to the Company, such documents will be deemed to have been returned to the job applicant.
  • A job applicant who wishes to request the return of his/her hiring documents pursuant to the main sentence of paragraph 2 above should fill out a “Request for Return of Hiring Documents” [Annex Form No. 3 in the Enforcement Rule of the Fair Hiring Procedure Act] and submit the request to the Company by email ([email protected]) In such case, within fourteen (14) days from the date of identifying the receipt of the request, the Company will send the hiring documents to the job applicant’s designated address via registered mail. Please be informed that the job applicant is required to pay the postage on the registered mail.
  • In preparation for a job applicant’s request for the return of hiring documents pursuant to the main sentence of paragraph 2 above, the Company shall retain the original hiring documents submitted by the job applicant for 180 days from the completion of the recruiting process. If no request is made until the end of this period, all of his/her hiring documents will be destroyed immediately in accordance with the Personal Information Protection Act.

Equal Opportunities for All

Coupang is an equal opportunity employer. Our unprecedented success could not be possible without the valuable inputs of our globally diverse team.


Skills Required

  • Proficiency in Python or SQL
  • Experience working with large-scale data and building reliable data and AI workflows
  • Experience building scalable modeling and automation systems and production-ready code
  • Experience with image recognition / computer vision
  • Familiarity with modeling, algorithms, and optimization techniques
  • Experience building or integrating AI agents and automated decision logic
  • Ability to break down ambiguous business problems and drive end-to-end solutions
  • English proficiency

Coupang Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Coupang and has not been reviewed or approved by Coupang.

  • Healthcare Strength Benefits are described as robust, including medical, dental, vision, disability, life, mental health, and transgender healthcare. Some locations also offer on-site or virtual health screenings that enhance preventive care access.
  • Retirement Support Financial programs include a 401(k) with company matching and an employee stock purchase plan alongside performance bonuses. Feedback suggests these elements provide a structured foundation for long-term savings and wealth building.
  • Leave & Time Off Breadth Paid time off is described as generous with accrual increasing with tenure, complemented by company-paid holidays and parental leave. Flexible work arrangements in some roles further support time away when needed.

Coupang Insights

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The Company
HQ: Seoul
70,000 Employees
Year Founded: 2010

What We Do

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.

Why Work With Us

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. At our core, we are bold and ambitious people that like to get our hands dirty and make a hands-on impact.

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