3D生成基座算法工程师-抖音
Core
Develop foundational 3D AIGC large models for text-to-3D generation, component decomposition, intelligent topology, and texture synthesis to support billion-user virtual live streaming and content creation.
Role type
Senior IC 3D generative AI algorithm engineer
Builds
Unified efficient 3D content generation base models and large-scale generation platforms
Domain
3D computer graphics, generative AI, multimodal data fusion
Deliverable
production ML models
Required skills
Python, PyTorch, diffusion models, GPT architectures, 3D geometry representation, texture synthesis, computer vision, computer graphics, natural language processing, reinforcement learning
Preferred skills
Unity/Unreal engine experience, publications in SIGGRAPH/CVPR/ICCV/ECCV/ACL/ICLR/ICML/NeurIPS/TPAMI
Responsibilities
Tackle core bottlenecks in 3D geometry and texture representation learning; solve technical challenges regarding 3D structural stability, wireframe regularization, and geometric/texture fidelity; innovate data-driven paradigms to address data scarcity; build large-scale 3D content generation platforms.
