广告算法工程师-国际化搜索广告
Core
Building a global search advertising monetization system, focusing on large-scale distributed storage, NLP, ranking, and information retrieval to optimize ad delivery and creative display.
Role type
Senior IC algorithm engineer (search advertising & NLP)
Builds
Global search ad monetization system, ad targeting, bidding algorithms, and traffic control mechanisms
Domain
Internet, Search, Advertising, NLP
Deliverable
production ML models
Required skills
Go, C/C++, Python, Search algorithms, Ad targeting, Bidding strategies, NLP (Query classification, Seq2Seq, NER, Knowledge graphs), Ranking systems, Feature engineering
Preferred skills
Deep learning, Recommendation systems, Active learning, Multi-modal models (text/image/video), Cross-cultural collaboration
Technologies
Go, C/C++, Python, Knowledge Graphs, Seq2Seq
Responsibilities
Develop and iterate ad delivery systems using machine learning; Enhance NLP capabilities for query understanding; Optimize relevance models and ranking strategies; Collaborate with product teams to define ad product strategies.
Seniority
Senior, hands-on IC
