Staff, Machine Learning Engineer - Coupang Play
Coupang, Singapore, Singapore +1
What you will do
- Own the architecture, development, and evolution of large-scale search, retrieval, ranking, recommendation, and personalization platforms.
- Build content discovery solutions that help users find relevant content through search, recommendations, and personalized experiences.
- Develop machine learning-driven systems that model user intent, content relationships, and user preferences to improve relevance and engagement.
- Design, build, and operate scalable, low-latency online serving infrastructure for real-time retrieval, ranking, and recommendation workloads.
- Drive continuous improvements in search and recommendation quality through experimentation, offline evaluation, and online A/B testing.
- Define, monitor, and optimize key business and technical metrics, including relevance, engagement, conversion, latency, and system reliability.
- Partner with ML Scientists, Product Managers, and cross-functional engineering teams to translate business objectives into scalable technical solutions.