搜索算法工程师/专家-国际化电商
Core
Develop and optimize search algorithms for international e-commerce, covering the full pipeline from analysis to ranking, focusing on personalized behavior modeling, CTR/CVR estimation, vector retrieval, and RAG/LLM integration to enhance user experience and GMV.
Role type
Senior IC Search Algorithm Engineer (International E-commerce)
Builds
Search products for international e-commerce platforms serving hundreds of millions of users
Domain
E-commerce, Search, Machine Learning, Deep Learning, NLP, LLM, Multi-modal
Deliverable
production ML models
Required skills
C++, Python, Linux, CTR/CVR estimation, Vector retrieval, RAG, NLP, LLM, Multi-modal learning, Deep learning
Preferred skills
Papers from top conferences (ICML, NeurIPS, CVPR, etc.), ACM/ICPC awards, Experience with large-scale search engines or distributed systems
Responsibilities
Research and develop search algorithms across the full pipeline (recall, ranking, re-ranking), Optimize search quality for multi-language and content e-commerce scenarios, Design search product requirements and ensure high-quality algorithm delivery, Build models for query understanding and retrieval, Explore and implement cutting-edge AI technologies like LLMs in search scenarios
