AIGC评测产品经理（生成质量方向） - 抖音电商
Core
Define quantifiable evaluation standards for AIGC generation pipelines and final video outputs, build automated testing tools and platforms, and drive quality improvements through automated prompt engineering and data analysis.
Role type
Product Manager (AIGC Evaluation & Quality)
Builds
Automated evaluation pipelines, negative case libraries, diagnostic platforms, and Auto-Prompt optimization systems.
Domain
E-commerce, Generative AI (Text-to-Video, Multimodal), Product Quality Assurance
Deliverable
production ML models | product features
Required skills
AIGC evaluation methodology, automated testing pipeline design, prompt engineering, data analysis, productization of evaluation systems, aesthetic judgment for video content, cross-functional collaboration with algorithms and engineering.
Preferred skills
Experience with subjective and objective evaluation metrics, VLM/LLM-as-Judge implementation, understanding of generative model limitations, hands-on experimentation with AIGC generation.
Technologies
VLM, LLM-as-Judge, automated testing frameworks, data pipelines.
Responsibilities
Establish multi-dimensional evaluation metrics for AIGC outputs, develop automated evaluation tools integrated into release cycles, build and iterate negative case libraries for root cause analysis, implement automated prompt optimization based on evaluation signals, collaborate with algorithm and product teams to improve core quality metrics.
Seniority
Mid-Senior, hands-on IC
