3 months ago
Responsibilities
- Build Coupang Play’s next-generation content recommendation and advertising personalization systems.
- Define data requirements and collaborate with engineering and business teams to collect and validate data.
- Develop features needed for model training and train models using scientific tools and coding.
- Integrate model inference capabilities into production systems.
- Set production model testing requirements, including A/B tests, and analyze results to derive performance insights.
- Collaborate closely with product and engineering teams to develop recommendation and personalization systems.
Requirements
- Bachelor’s degree in computer science, electrical engineering, statistics, mathematics, or a related field is required.
- At least seven years of experience developing ML products, including at least two years in content recommendation or advertising personalization, is required.
- Experience building and deploying large-scale recommendation and personalization systems in production is required.
- Proficiency in Python and at least one deep learning framework such as PyTorch, TensorFlow, or Keras is required.
- Advanced statistical expertise for experimentation and modeling is required.
- Strong product sense and the ability to lead key projects in a fast-paced environment are required.
- English communication and effective collaboration skills are required.
- A master’s or doctoral degree in computer science, electrical engineering, statistics, mathematics, or a related field is preferred.
- Software engineering ability demonstrated through successful delivery of high-quality products is preferred.
- Experience training, evaluating, fine-tuning, and deploying models such as LLMs in production is preferred.
- Experience with AWS or other cloud systems and proficiency using GPUs are preferred.
Benefits
- All interviews are conducted remotely.
- The posting may close early once recruitment is complete.
Categories
About Coupang
Coupang is a technology and Fortune 150 company listed on the New York Stock Exchange (NYSE: CPNG) that provides retail, restaurant delivery, video streaming, and fintech services to customers around the world under brands that include Coupang, Eats, Play, Rocket Now, and Farfetch.