Senior Staff Machine Learning Engineer (Coupang AI Foundations)

The role

You will build next-generation e-commerce knowledge graphs. You will focus on semantic reasoning, AI safety, and mechanistic interpretability to deliver intelligent AI capabilities at scale.

What you will do

• Build next-generation e-commerce knowledge graphs
• Push boundaries of Semantic reasoning, AI safety, and mechanistic interpretability
• Extract structured and high-quality product information from images and unstructured texts
• Automatically generate product images and videos to improve customer experience

Required qualifications

• 8+ years of relevant experience
• Bachelors degree in Computer Science or related fields
• 5+ years of experience in AI/ML and familiarity with the latest deep learning techniques

Nice to have

• 10+ years of relevant experience in technology companies or organizations
• Knowledge in e-commerce or eagerness to learn
• Experience applying Large Language Models or Large Image Models augmented with RAG ( Retrieval-Augmented Generation) for large enterprise application in an industry
• Hands-on with ability to design and implement high-quality algorithms / systems independently
• 3+ years working experience in Graph system, Graph Neural Network (GNN), Ontology, and Knowledge Graph
• 2+ years working experience in Semantic understanding, NER, and NLP/U
• 1+ years working experience in building foundational models
• Ability to dive deep into the algorithms / systems and generate ideas of improvements
• Ability to efficiently run experiments, analyze results, and quickly iterate
• Solid track record of delivering big business impacts via technology innovations

Benefits

• Medical/Dental/Vision/Life, AD&D insurance
• Flexible Spending Accounts (FSA) & Health Savings Account (HSA)
• Long-term/Short-term Disability
• Employee Assistance Program (EAP) program
• 401K Plan with Company Match
• 18-21 days of the Paid Time Off (PTO) a year based on the tenure
• 12 Paid Holidays
• Up to 6 weeks of Paid Parental leave
• Pre-tax commuter benefits
• MTV - [Free] Electric Car Charging Station

About the company

Coupang is a fast-growing e-commerce company that aims to make shopping, eating, and living easier. It combines a startup culture with the resources of a large global public company.