Big Data Engineer, Recommendation Architecture (ByteDance Singapore)

Build and optimize architecture for a large-scale recommendation system, focusing on stable, high-availability online services and efficient offline data flows. Design offline data architectures and scalable storage and computing systems, troubleshoot production issues, and create tools to ensure operational stability. Develop analytics and data transformation pipelines using data mining, modeling, NLP, and machine learning, and visualize and report insights from structured and unstructured datasets.