AI策略运营经理（UGC内容标签方向）-抖音
Core
Design and execute AI-driven content strategies for Douyin UGC, leveraging large models and user behavior modeling to optimize content identification, recommendation distribution, and supply quality.
Role type
Senior AI Strategy Manager (UGC Content & Large Models)
Builds
Content identification capabilities, recommendation algorithms, and automated evaluation pipelines for UGC supply and distribution.
Domain
Social Media / UGC Content / Large Language Models (LLM)
Deliverable
production ML models
Required skills
SQL, A/B testing design, data analysis, prompt engineering, large model application (non-conversational), content taxonomy construction, multi-modal understanding
Preferred skills
Experience building content tag systems, prior work on LLM content understanding or multi-modal generation projects, industry trend analysis
Technologies
SQL, Large Language Models (LLM), Multi-modal models, A/B testing frameworks
Responsibilities
Decompose content dimensions and strategy logic based on user research and data analysis; Design and execute A/B experiments and define metric definitions for strategy validation; Collaborate with operations and engineering teams to deploy models for content supply and recommendation; Establish automated evaluation mechanisms and troubleshoot model performance issues (precision/recall, bias); Translate abstract user perceptions into quantifiable model signals for content understanding.
Seniority
Senior, hands-on IC
