AI视频数据项目经理
Core
Managing the full lifecycle of AI video data projects, including defining annotation rules, quality control, and driving model iteration through evaluation.
Role type
Senior Project Manager (AI Video Data)
Builds
Production-ready video datasets and evaluation frameworks for generative and editing models
Domain
AI / Video Generation / Data Annotation
Deliverable
production ML models
Required skills
AI video data project management, team leadership (100-500 people), annotation rule definition, quality assurance体系建设, cross-functional collaboration with algorithm teams, vendor management, data-driven optimization, project scheduling
Preferred skills
Video/film/media industry background, experience with video generation/editing/captioning/RLHF data, experience building evaluation systems (MOS/GSB/A-B Test), AI-assisted annotation tools expertise
Technologies
AI pre-labeling tools, automated annotation platforms, evaluation frameworks (MOS/GSB/A-B Test)
Responsibilities
Translate algorithm requirements into executable annotation rules and evaluation standards; Manage parallel annotation/evaluation projects from planning to delivery; Build and maintain quality control systems for data delivery; Analyze bad cases to drive algorithm optimization; Lead and scale a 100-500 person annotation/evaluation team; Optimize data production efficiency and costs through tool/platform improvements; Collaborate with algorithms, product, and suppliers to align data delivery with model iteration.
Seniority
Senior, hands-on IC with team leadership
