Expert AI Engineer for Large-Scale Commerce Solutions
3 weeks ago
Coupang is a leading e-commerce company revolutionizing the industry with cutting-edge technology. We are seeking an experienced AI Engineer to join our team and contribute to building innovative solutions that drive customer satisfaction.
As a key member of our AI and Knowledge Engineering team, you will play a vital role in designing and developing large-scale inference, recommendation, and interactive agents' systems that provide the best possible technical solution for our customers. Our mission is to push the boundaries of what's possible to solve problems and break traditional tradeoffs, creating an epic experience in this always-on, high-tech, and hyper-connected world.
We are looking for experts who want to work on cutting-edge technology, at the intersection of semantic knowledge bases, agents, NLP, LLM, ML, and software engineering. If you have a passion for Large language models, NLP, and Machine Learning at scale, we encourage you to apply.
Key Responsibilities:
- Architect and design large-scale inference, recommendation, and interactive agents' systems
- Design and develop large language model-based agent systems
- Develop and customize/tune deep learning generative models, deep learning models for multi-modal eCommerce customer scenarios
- Train foundational models that can help build learning systems
- Define process and experiments for an E2E foundation model
- Refine agent and model training using RAG
- Build E2E AI pipelines for storing/servicing foundational models
- Mentor and guide team members on frameworks, methodologies related to LLMs, RAGs, and their limitations, semantic web, reinforcement learning
- Ensure Model training is security and compliance-aware
- Collaborate with cross-team members to understand requirements ensuring foundational models, knowledge captured aligns with the company's overall AI strategy
Requirements:
- Overall 10+ years of working in software engineering and AI/ML Engineering
- 3+ years of demonstrated experience in building large-scale foundational models, models for eCommerce scenarios
- Expertise in large language model fine-tuning and deployment
- Deep background in transformer architectures
- Understand RAG and its limitations for multi-modal knowledge retrieval
- Proficiency in Python, PyTorch/TensorFlow, Spark, BigQuery
- Experience with inference platforms in AWS, Azure, and other open-source platforms
- Are result-oriented, with a bias towards customer obsession, flexibility, and impact
- Strong written and verbal communication and teamwork skills
- Education: B.S, M.S or PhD in Computer science, or related field
Compensation and Benefits:
We offer a competitive compensation package, including a base salary ranging from $138,000/year to $297,000/year based on location, as well as comprehensive benefits such as medical/dental/vision/life insurance, flexible spending accounts, long-term/short-term disability, employee assistance program, 401K plan with company match, paid time off, public holidays, paid parental leave, pre-tax commuter benefits, and more.
We strive to create a diverse and inclusive environment where everyone feels welcome and valued.
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