大模型应用算法工程师-Data
Core
Develop and deploy large language model applications for content search, query analysis, and ranking to enhance user information services.
Role type
Senior IC large model application algorithm engineer (NLP/Search)
Builds
Intelligent content search, query understanding, content tagging, summarization, and ranking systems.
Domain
Internet / Search / NLP / Large Language Models
Deliverable
production ML models
Required skills
Search algorithms (recall, coarse ranking, fine ranking), NLP algorithms (correction, tokenization, rewriting, term weighting, intent recognition, relevance), Large model techniques (SFT, RLHF), Structured information extraction, Intelligent summarization, Linux development environment, C++, Python, Data structures and algorithms
Preferred skills
Experience with multi-modal techniques, Business scenario implementation
Technologies
C++, Python, Linux, SFT, RLHF
Responsibilities
Apply deep learning models to user query analysis and rewriting; Analyze and understand content to generate tags and summaries; Explore knowledge base integration for high-quality content recall; Combine large model and ranking technologies to solve content sorting problems.
Seniority
Senior, hands-on IC
