AIG3D算法工程师-视频与边缘
Core
Research and develop frontier 3D AIGC algorithms including text-to-3D, image-to-3D, and 3D scene generation for ByteDance products.
Role type
Senior IC 3D AIGC Algorithm Engineer
Builds
Efficient and stable 3D AIGC foundation models and data pipelines
Domain
Computer Graphics, Computer Vision, Deep Learning
Deliverable
production ML models
Required skills
3D computer graphics, computer vision, multi-view geometry, deep learning theory, Python, C++, PyTorch/TensorFlow, model training and optimization
Preferred skills
NeRF, 3D Gaussian Splatting, SDF, Diffusion Models, Transformer, model compression/distillation, high-performance computing (CUDA), large-scale data processing
Technologies
PyTorch, TensorFlow, CUDA, Blender, Unreal Engine
Responsibilities
Explore and research key modules of 3D generation models (3D VAE, 3D DiT, UV unfolding, physical property estimation), lead large-scale 3D foundation model training and optimization, collaborate with product and engineering teams to implement algorithms in production
