模型效果设计师 - 剪映CapCut
Core
Define data standards, distribution strategies, and aesthetic guidelines for model training (SFT/RL) to ensure high-quality training data assets; prototype creative features to validate AI-generated content paradigms; assist in fine-tuning and training large models for visual/textual directions.
Role type
Senior IC model effect designer (AIGC)
Builds
High-quality training data assets, AI-generated content prototypes, fine-tuned visual models
Domain
AI/ML, AIGC, Video/Image Generation
Deliverable
production ML models
Required skills
Visual design, Model training principles, Data strategy, Aesthetic definition, Creative prototyping, Cross-functional collaboration
Preferred skills
LoRA model training, Agent workflow construction, SFT/RL training experience
Technologies
SFT, RL, LoRA, LLMs
Responsibilities
Establish data standards and aesthetic definitions for model training; Prototype creative features to validate AI content paradigms; Assist in fine-tuning and training large visual models; Collaborate with algorithm, product, and operations teams to drive strategy.
Seniority
Senior, hands-on IC
