Coupang is looking to improve and innovate its product search and discovery experience to drive top line metrics and wow its 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
- Extensive knowledge in deep learning and computer vision techniques
- Experience with large-scale ML-driven user-facing products
- Knowledge of recommendation platform, machine learning, deep learning or natural language processing
- Familiarity with distributed systems and tools
Responsibilities
- Root causes the major defects that are present in Coupang searchers’ experience
- Propose solutions which address these defects and leverage the state-of-the-art technologies, including ML, DL and LLM
- Drive end-to-end ML methods that have a high degree of ambiguity, scale and complexity
- Build machine learning models, perform proof-of-concept, experiment, optimize and deploy your 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 the leadership
Other
- Bachelors in Comp Sci or related fields
- 8 years of relevant work experience
- Masters or PhD in Computer Science or related fields
- Ability to think outside-the-box and challenge conventional wisdoms
- Ability to mentor junior engineers on the team and partner teams
