Staff, Machine Learning Engineer - Coupang Play
Coupang
2 months ago
Singapore, Singapore
Staff+
H1B Sponsor
Responsibilities
- Build next generation content recommendation and ad personalization systems for Coupang Play.
- Develop data requirements and coordinate with relevant engineering and business teams.
- Develop necessary features for models using collected data and train relevant models.
- Integrate model inference implementations into production systems.
- Setup necessary testing requirements for the models in production, including A/B testing.
Requirements
- Bachelor's degree in computer science, Electrical Engineering, Statistics, Mathematics, or related field.
- 7+ years of experience in building ML products, with at least 2 years in content recommendation or ad personalization.
- Experience building and deploying large-scale recommendation and personalization systems in production.
- Proficiency in Python and at least one deep learning framework (e.g., PyTorch, Tensorflow, or Keras).
- Strong statistical background in experimentation and modeling.
- Excellent communication skills in English and a collaborative mindset.
Tech Stack
AWSKerasPythonPyTorchTensorFlow
Categories
AI & MLData Science