Simplify Logo

Full-Time

Senior Staff Data Science Engineer

Global Operations Tech

Confirmed live in the last 24 hours

Coupang

Coupang

5,001-10,000 employees

E-commerce platform with advanced logistics technology

Consulting
Aerospace
Defense
Consumer Goods

Compensation Overview

$138k - $297kAnnually

+ Bonus + Equity

Senior, Expert

Seattle, WA, USA

Category
Data Science
Data & Analytics
Required Skills
Python
Airflow
Data Science
Data Structures & Algorithms
Apache Spark
SQL
Apache Kafka
Java
AWS
Pandas
Apache Hive
NumPy
Data Analysis
Requirements
  • Bachelors or Masters degree in a quantitative discipline: computer science, statistics, engineering, or equivalent.
  • 10+ years of hands-on experience in building end-to-end systems and in ML Ops, including exploratory data analysis, feature engineering, sampling, model training with ensemble learning and/or deep learning, model validation, testing, serving, deployment and monitoring.
  • Proficiency in machine learning algorithms such as logistic regression, random forest, gradient boosting trees, neural network, and etc. Experience in deep learning libraries such as Tensorflow, Pytorch, and/or LLM libraries such as HuggingFace is a big plus.
  • Strong coding skills in Python or Java. Experience in data analysis with SQL, Numpy, Pandas. Proficient in toolings like Docker, Container, Kubernetes, AWS, Spark, Hive, Cassandra, Redis, Kafka, TensorFlow, Pytorch, Airflow, numpy, pandas, CI/CD.
  • Excellent written and verbal communication skills while addressing both technical and business people; ability to speak at a level appropriate for the audience. The ideal candidate should be able to present business cases, and document models, analyses, and results to influence important decisions.
  • Ability to deal with ambiguity in business and technology.
  • Ability to work in a multicultural, cross functional team.
Responsibilities
  • Expertise in Data Science, ML Ops and ML system design. Own and scale production-grade systems.
  • Collaborate closely with the Operations and Product team to understand key business needs and formulate rigorous mathematical problems.
  • Design features and build large-scale models and systems to improve network flow efficiency, for both inbound and outbound traffic.
  • Develop algorithms and systems at scale to improve warehouse, fulfillment centers, supply chain and/or transportation systems.
  • Advance our AI capabilities (e.g. computer vision, NLP) by leveraging genAI and LLM models and improve operational efficiency for deliveries.
  • Effectively lead projects across teams and mentor team members.

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.