腾讯游戏-多模态数据策略产品经理-视频生成方向
Core
Design and manage the data infrastructure for multimodal models focused on video generation, covering training stages (PT/CT, SFT, RL) and core modules (Caption, PE, Reward, quality operators).
Role type
Senior Product Manager (Multimodal Data Strategy - Video Generation)
Builds
Training data pipelines and strategies for large-scale video generation models
Domain
AI / Large Language Models / Video Generation
Deliverable
production ML models
Required skills
Multimodal model training lifecycle expertise, data strategy design, video content structure understanding, cross-functional collaboration, data quality management, prompt engineering, synthetic data concepts
Preferred skills
Experience with automated data pipelines, agent-driven data production, game/animation industry knowledge
Technologies
PT/CT, SFT, RL, Caption, PE, Reward, quality operators
Responsibilities
Plan training data systems for model capability evolution; design end-to-end data acquisition and processing solutions; establish data quality standards and lifecycle processes; analyze model bottlenecks via offline/online feedback to optimize data distribution; explore AI-driven data production paradigms like synthetic data.
Seniority
Senior, hands-on IC