Big Data Engineer, Ecommerce Recommendation Infrastructure (ByteDance Singapore)
Summary
Builds and optimizes ecommerce recommendation systems by designing scalable data architectures, applying ML/NLP, and ensuring system stability for large-scale datasets.
- Apply data mining and data modeling
- Build scalable storage and computing systems
- Design offline data architecture for recommendation systems
- Develop distributed storage and computing systems
- Transform raw data into analytics
- Troubleshoot production systems stability
- Use natural language processing and machine learning for large datasets
- Visualize interpret and report data findings