世界生成互动创作Agent研究员-剪映CapCut
Core
Research and deploy AI algorithms for interactive video and game scenarios, focusing on AIGC foundation models for world generation, intelligent plot progression, and user-system interaction to create immersive experiences.
Role type
Senior IC research scientist (AIGC/Interactive Media)
Builds
Interactive video and game products with immersive, high-interactivity experiences
Domain
Entertainment / Interactive Media / Generative AI
Deliverable
production ML models
Required skills
Computer vision, machine learning, multimodal generation and interaction understanding, diffusion models, GANs, Transformers, model training, AIGC, LLMs, RLHF, C/C++, Python, TensorFlow, PyTorch
Preferred skills
Reinforcement learning combined with large models for game scenarios, intelligent plot generation, virtual character interaction, game AI logic design
Technologies
C/C++, Python, TensorFlow, PyTorch, Diffusion Models, GANs, Transformers, LLMs, RLHF
Responsibilities
Develop and deploy AI algorithms for interactive video/games; mine, clean, and align high-quality data for training; research post-training algorithms for multimodal large models; implement full-link autonomous exploration learning for AI Agents using LongCOT/RL; convert AI algorithms into online product features for game development and player interaction.