AI Senior Research Scientist
Core
Research and optimize content generation models (text, image, audio, 3D) to improve generation quality, diversity, controllability, and efficiency, supporting the productization of algorithms for AI painting, text generation, and video generation.
Role type
Senior IC AI Research Scientist (Generative AI)
Builds
Multimodal generative models and AI-generated content features for in-house products
Domain
Artificial Intelligence / Generative AI / Computer Vision / NLP
Deliverable
production ML models
Required skills
Deep learning fundamentals, Generative models (GAN, VAE, VQGAN, Diffusion), Multi-modal learning, Transformer-based cross-modal representation, Algorithm training and optimization, Few-shot learning, Model deployment
Preferred skills
Publications in top conferences, Experience with ControlNet, LoRA, Text Inversion, NLP, Hands-on experience in AIGC
Technologies
GAN, VAE, VQGAN, Diffusion models, ControlNet, LoRA, Text Inversion, CLIP, ERNIE-ViL
Responsibilities
Conduct algorithm training and optimization in image generation, multi-modal large models, and few-shot learning; Improve performance of AI painting, text generation, and video generation via prompt optimization, adapter development, and performance acceleration; Address industrial deployment of multimodal generative models and explore model design and optimization
Seniority
Senior, hands-on IC
