Improve and innovate Coupang’s product search and discovery experience to drive top line metrics and wow customers.
Requirements
- Experience with state of the art ML modeling techniques and approaches like transformers, self supervised pre-training, generative modeling, LLMs, etc.
- Hands-on experience training and applying models at scale using deep learning frameworks like PyTorch or Tensorflow.
- Proficient coding skills in Java, C++ or Python.
- Experience with deep learning and computer vision techniques.
- Knowledge of distributed systems and tools.
- Experience with large language models, generative AI.
- Experience with ecommerce or social network or search companies.
Responsibilities
- Root cause major defects in Coupang searchers’ experience.
- Propose solutions leveraging state-of-the-art technologies, including ML, DL and LLM.
- Drive end-to-end ML methods with high ambiguity, scale and complexity.
- Build machine learning models, perform proof-of-concept, experiment, optimize and deploy models into production.
- Establish scalable, efficient, automated processes for data analysis, machine-learning model development, model validation and serving.
- Run A/B experiments, gather data, and perform statistical analysis to develop insights that drive product requirements.
- Present results and explain methods to leadership.
Other
- 8+ years working experience in engineering teams that build large-scale ML-driven user-facing products.
- Masters or PhD in Comp Sci or related fields.
- Love to explore new territory of technology and go deep on domain knowledge.
- Ability to think outside-the-box and challenge conventional wisdoms.
- A passion to explore, improve, automate and optimize distributed systems and tools.
- Medical/Dental/Vision/Life, AD&D insurance.
- Flexible Spending Accounts (FSA) & Health Savings Account (HSA).
