Senior Staff- Gen AI
Senior Staff- Gen AI
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Job Description
Description
We exist to wow our customers. We know were doing the right thing when we hear our customers say How did we ever live without Coupang Born out of an obsession to make shopping eating and living easier than ever were collectively disrupting the multibilliondollar ecommerce industry from the ground up. We are one of the fastestgrowing ecommerce companies that established an unparalleled reputation for being a dominant and reliable force in South Korean commerce.
We are proud to have the best of both worlds a startup culture with the resources of a large global public company. This fuels us to continue our growth and launch new services at the speed we have been since our inception. We are all entrepreneurial surrounded by opportunities to drive new initiatives and innovations. At our core we are bold and ambitious people that like to get our hands dirty and make a handson impact. At Coupang you will see yourself your colleagues your team and the company grow every day.
Our mission to build the future of commerce is real. We push the boundaries of whats possible to solve problems and break traditional tradeoffs. Join Coupang now to create an epic experience in this alwayson hightech and hyperconnected world.
At Coupang we invest in providing the best product experience for our customers. The Global Operations Technology teams mission is to provide the best possible technical solution to achieve the optimal experience for our customers. We innovate in supply chain post purchase and fraud detection systems by leveraging the capabilities of AI ML and NLP. We are looking for engineers who are passionate about customer experience and want to work on cutting edge technology that is the intersection of NLP LLM ML and software engineering at scale.
Come join us to help create a world class team advancing the AI/NLP/ML/LLM/RL/Knowledge Graph technologies.
Key Responsibilities:
- Architect and design large scale inference recommendation and interactive agents system that are selflearning
- Design/architect/work on large language modelbased agent systems
- Develop and customize/tune deep learning generative models deep learning models for multimodal for eCommerce customer scenarios
- Train foundational models that can help with building 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 compliance aware
- Collaborate with crossteam members to understand the requirements ensuring the foundational models knowledge captured aligns with the companys overall AI strategy
Essential Qualifications:
- Education: B.S M.S or PhD in Computer science or related field
- Overall 15 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 finetuning and deployment.
- Deep background in transformer architectures
- Understand RAG and its limitations for multimodal knowledge retrieval.
- Proficiency in Python PyTorch/TensorFlow Spark BigQuery
- Experience with inference platforms in AWS Azure and other opensource platforms.
- Are resultoriented with a bias towards customer obsession flexibility and impact.
- Strong written and verbal communication and teamwork skills
- Passion for Large language models NLP and Machine Learning at scale
Equal Opportunities for All
Coupang is an equal opportunity employer. Our unprecedented success could not be possible without the valuable inputs of our globally diverse team.
Required Experience:
Senior IC
Employment Type
Full-Time
