大模型策略经理（内容标签方向） - 抖音UGC
Core
Design and implement content strategies for Douyin UGC, leveraging large language models (LLMs) to identify content, model user behavior, and optimize recommendation distribution.
Role type
Senior Strategy Manager (Large Model & Content Strategy)
Builds
Content identification capabilities, user behavior models, and recommendation distribution systems for UGC content.
Domain
Social Media / Content Strategy / Large Language Models
Deliverable
production ML models
Required skills
Large language model (LLM) application, prompt engineering, content tagging system design, user behavior modeling, SQL, A/B test design, data analysis
Preferred skills
Non-conversational LLM project experience (content understanding, multimodal generation, model evaluation), content quality sensitivity, industry trend analysis
Technologies
LLMs, SQL, data platforms
Responsibilities
Decompose content dimensions and strategy logic based on user research and data analysis; drive the full lifecycle of content identification and recommendation applications; establish automated evaluation mechanisms for model performance; analyze user sentiment and quantify model signals; design experiments and evaluate business strategy iterations.
Seniority
Senior, hands-on IC
