腾讯营销-搜索广告算法专家
Core
Exploring frontier search advertising technologies using LLMs to reshape engine chains, enhance user intent understanding, and achieve precise demand matching.
Role type
Senior IC search advertising algorithm expert (LLM/Generative AI)
Builds
End-to-end recommendation chains and search-to-ad matching systems
Domain
Search advertising, Large Language Models (LLM), Generative AI
Deliverable
production ML models
Required skills
LLM training and fine-tuning, multi-modal understanding, deep semantic understanding, Python, C++, reinforcement learning, token-based feature engineering
Preferred skills
Experience with MCA cascade chain optimization, academic or industry AI research
Technologies
LLMs, Python, C++, multi-modal models
Responsibilities
Redesigning engine chains based on LLMs to improve intent understanding; Developing generative ranking and retrieval systems; Optimizing relevance models via pre-training and fine-tuning; Upgrading semantic understanding from manual features to token-based paradigms; Tracking AI trends to upgrade internal algorithm designs