Full-Time

Staff Machine Learning Engineer

CMG Engineering

Posted on 11/20/2024

Coupang

Coupang

5,001-10,000 employees

E-commerce platform with rapid delivery services

Consumer Software
Consumer Goods

Compensation Overview

$142k - $309kAnnually

+ Bonus + Equity

Senior, Expert

Mountain View, CA, USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Requirements
  • 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
Responsibilities
  • Design features and build large-scale machine learning models and systems to improve ad targeting, relevance, ranking, and engagement
  • Develop new techniques for automated mechanisms, e.g. automated bidding, query expansion etc. for improving advertising platform efficiency
  • Develop new techniques for providing suggestions for advertisers to identify opportunities in the marketplace and improve their return on investments
  • Architect our machine learning platform 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

Coupang operates as an e-commerce platform in South Korea, focusing on making shopping, dining, and daily living easier for its users. The platform caters to a wide audience, including individual consumers and small businesses, by providing a large variety of products and services. Coupang's logistics network enables fast delivery, often within hours, enhancing the shopping experience. The company generates revenue through direct sales, commissions from third-party sellers, and subscription services like Rocket WOW, which offers special perks to its members. What sets Coupang apart from its competitors is its strong emphasis on customer satisfaction and its ability to adapt to changing consumer needs. The goal of Coupang is to continue growing rapidly and to transform the traditional commerce landscape.

Company Stage

IPO

Total Funding

$3.3B

Headquarters

Seattle, Washington

Founded

2010

Growth & Insights
Headcount

6 month growth

6%

1 year growth

20%

2 year growth

35%
Simplify Jobs

Simplify's Take

What believers are saying

  • Coupang's partnership with ACI Worldwide Express enhances global seller access to the Korean market.
  • The appointment of Asha Sharma to the board strengthens Coupang's leadership with tech expertise.
  • Investments from firms like Lazard and Capital Wealth Planning indicate strong investor confidence.

What critics are saying

  • Increased competition from Naver and Amazon could erode Coupang's market share.
  • Rising labor costs in South Korea may impact Coupang's operational expenses.
  • Legal battles with the KFTC could result in financial penalties and reputational damage.

What makes Coupang unique

  • Coupang offers rapid delivery services, often within hours, leveraging a robust logistics network.
  • The company provides a seamless online shopping experience with a vast selection of products.
  • Coupang's customer-centric approach and continuous innovation meet evolving user needs effectively.

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