大模型数据运营专家（世界模型）-AI数据与安全
Core
Design and optimize data production, labeling, and strategy for large-scale video and image assets to train world models, including SFT and RL data strategies.
Role type
Senior IC data operations specialist (world model training)
Builds
High-quality multimodal datasets (text, image, video, 3D assets) and automated data processing pipelines
Domain
AI/ML, Computer Vision, World Models
Deliverable
production ML models
Required skills
Visual perception, structured expression, cross-functional collaboration, Python programming, prompt engineering, data bias identification
Preferred skills
Photography, video editing, digital painting, 3D modeling, game engines (UE/Unity), physics engine simulation, AIGC trends tracking
Technologies
Python, Photoshop, Premiere, Blender, Procreate, Transformer architecture, SFT, RLHF
Responsibilities
Output visual data labeling strategies and standards; design and optimize multimodal dataset construction workflows; manage data suppliers and labeling teams; implement code-based tools for data extraction and quality assurance; validate prompt strategies for model controllability.