AIGC大模型算法(智驾方向)_XC
Core
Research, develop, and optimize AIGC algorithms (image, video, 3D generation) for application in autonomous driving scenarios, including data generation, simulation, and integration into end-to-end models.
Role type
Senior IC AIGC algorithm engineer (autonomous driving)
Builds
Production AIGC models, synthetic datasets, and simulation environments for autonomous driving systems
Domain
Autonomous driving + Generative AI
Deliverable
production ML models
Required skills
AIGC algorithm development, deep learning frameworks (PyTorch/TensorFlow), Python programming, mathematical foundations (linear algebra, probability, optimization), autonomous driving module knowledge (perception, planning, control)
Preferred skills
End-to-end autonomous driving model experience, AIGC-based data generation or simulation experience
Technologies
GAN, VAE, Diffusion Models
Responsibilities
Research and implement AIGC algorithms for image/video/3D generation; generate and enhance autonomous driving datasets; integrate AIGC models into simulators for virtual scene and dynamic target generation; collaborate with perception/planning/control teams to fuse AIGC into end-to-end models; engineer model training, deployment, and optimization
Seniority
Senior, hands-on IC