Staff Machine Learning Engineer-catalog Engineering

Coupang Inc

z-Test & Templates Only, ,
**
Large-scale ml systems
Production ml systems
Deep learning
** Coupang Inc. is seeking a Staff Machine Learning Engineer for its Catalog Engineering team, focusing on building and optimizing large-scale machine learning systems to enhance the quality of its extensive product catalog. The ideal candidate will have significant experience in software engineering and machine learning, particularly in production environments. **

Job Summary

  • The Catalog Engineering team builds foundational AI and ML systems that structure, validate, and optimize Coupang’s ever-growing product catalog.
  • As a Staff Machine Learning Engineer, you will architect and develop end-to-end ML systems that improve catalog quality, including product classification, attribute inference, normalization, disambiguation, and product grouping.
  • We are looking for Staff-level ML Engineers who are passionate about building high-impact, production-grade ML platforms at the core of e-commerce.

Matching Summary

Match Score: 75

** Coupang Inc. is seeking a Staff Machine Learning Engineer for its Catalog Engineering team, focusing on building and optimizing large-scale machine learning systems to enhance the quality of its extensive product catalog. The ideal candidate will have significant experience in software engineering and machine learning, particularly in production environments. **

Skills & Requirements

Must-have

  • large-scale ML systems
  • production ML systems
  • deep learning
  • Python, Scala/Java/PySpark
  • PyTorch/TensorFlow
  • SQL, Spark, Data Lake/Warehouse

Nice-to-have

  • entrepreneurial spirit
  • customer obsession
  • high-availability systems
  • MLOps tools experience
  • mentoring junior engineers

Key Requirements

  • 10+ years software/ML engineering
  • 4+ years production ML systems
  • ML/AI/deep learning expertise
  • Python proficiency
  • Cloud ML system experience
  • Leadership experience

Work Rights

Not specified

Tailored Resume

Cover Letter