产品经理(AI大模型效果方向)-抖音
Core
负责抖音 AI 分身大模型对话效果的提升,构建与优化对话系统底层能力,推动不同垂类 AI 分身的对话效果迭代。
Role type
AI Product Manager (Large Language Model Dialogue)
Builds
抖音 AI 分身对话系统
Domain
Consumer Social Media / Generative AI
Deliverable
production ML models
Required skills
Large Language Model (LLM) product strategy, Pre-training model understanding, Prompt Engineering (PE), Retrieval-Augmented Generation (RAG), User experience analysis, Technical problem diagnosis, Cross-functional collaboration, Product roadmap planning, Technical vision, Systematic problem solving
Preferred skills
Experience with model fine-tuning, Quantitative evaluation method design, Complex business coordination
Technologies
LLM, PE, RAG
Responsibilities
Analyze model performance issues and define ideal states for dialogue systems, Collaborate with algorithm and engineering teams to optimize core technical components, Define evaluation standards and attribute performance problems, Drive the end-to-end process from technical implementation to effect delivery
Seniority
Mid-level, hands-on IC