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Full-Time

Staff Machine Learning Engineer

CMG Engineering

Posted on 3/27/2024

Coupang

Coupang

5,001-10,000 employees

E-commerce platform with advanced logistics technology

Consulting
Aerospace
Defense
Consumer Goods

Compensation Overview

$142k - $309kAnnually

+ Bonuses + Equity

Senior

Mountain View, CA, USA

Category
Applied Machine Learning
AI Research
AI & Machine Learning
Requirements
  • 5-8 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
  • Bachelor’s 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'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

8%

1 year growth

17%

2 year growth

30%
Simplify Jobs

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.
INACTIVE