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Full-Time

Senior Staff Machine Learning Engineer

Confirmed live in the last 24 hours

Coupang

Coupang

5,001-10,000 employees

E-commerce platform with advanced logistics technology

Data & Analytics
Consumer Software
Consumer Goods

Compensation Overview

$159k - $324kAnnually

+ Bonus + Equity

Senior, Expert

Mountain View, CA, USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Data Science
Requirements
  • Master's degree in Computer Science, Mathematics, or related science majors, Ph.D. strongly preferred
  • 10+ years experience working with large-scale, complex datasets to create and optimize machine learning models
  • Track record of diving into data to discover hidden patterns and solving problems with data science
  • Fast paced self-learner with proven record of launching successful features and improving business metrics
  • Understand production environment, continuous build, monitoring and alerting and able to dive deep to debug and resolve usual production issues
  • Practical understanding and hands-on experience with supervised learning methods (linear and logistic regression, generalized linear models, decision trees, random forests, support vector machines, neural networks / deep learning, etc.) and unsupervised learning methods (K-means, hierarchical clustering)
Responsibilities
  • Define the long term strategy and vision of the Search platform and oversee the design in conjunction with the engineering team
  • Recruit and coach individual contributors and managers across the search org and develop that talent to create a world class engineering team
  • Manage and execute against project plans and deliver commitments
  • Work closely with the senior management team to ensure that development plans, resources, and strategies are coordinated across all departments in a cohesive and collaborative fashion
  • Lead your team to develop new Machine Learning models and features, applying rigorous offline and online testing methodology
  • Be responsible for the production system running those models
  • Work with the team to mine data from logs to gain insights from customer behavior

Coupang's main product leverages advanced e-commerce and logistics technologies to enhance the shopping and dining experience, with a focus on customer convenience. The company is dedicated to simplifying daily life through innovative technology solutions.

Company Stage

Series C

Total Funding

$3.4B

Headquarters

Seoul, South Korea

Founded

2010

Growth & Insights
Headcount

6 month growth

12%

1 year growth

22%

2 year growth

34%
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Simplify's Take

What believers are saying

  • Significant investments from firms like Capital Wealth Planning LLC and Advanced Portfolio Management LLC indicate strong market confidence in Coupang's growth potential.
  • The addition of experienced executives to the board, such as Asha Sharma, could drive innovative strategies and enhance operational efficiency.
  • Strategic partnerships and acquisitions, such as the Farfetch takeover, could open new revenue streams and market opportunities.

What critics are saying

  • Legal challenges, such as the ongoing dispute with the KFTC, could result in financial penalties and reputational damage.
  • The competitive e-commerce market requires continuous innovation and investment, which could strain resources and impact profitability.

What makes Coupang unique

  • Coupang's aggressive investment strategy and high-profile board appointments, such as Asha Sharma from Microsoft AI, set it apart in the competitive e-commerce landscape.
  • The company's strategic acquisitions, like Farfetch, and partnerships with entities like the U.S. Department of Commerce, highlight its ambition to expand and diversify its market reach.
  • Coupang's willingness to challenge regulatory decisions, as seen in its legal battle with the KFTC, demonstrates a bold approach to maintaining its business practices.

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