Salary: 40-70K
Experience requirements:3-5 years
Educational requirements:PhD
Job Description:
Job Responsibilities:
1. Responsible for the research of AIGC algorithm for text and image production, and the implementation of design, production, marketing, and promotion business in the clothing industry based on AIGC. Build and optimize the text and image algorithm pipeline
2. Responsible for information understanding of text, images, videos, and other content, as well as research on algorithms and technologies in the field of knowledge graphs, and building industry domain knowledge bases
3. Responsible for the research and development of algorithms for multimodal digital content generation, including but not limited to image, video, and 3D generation, with the aim of improving the stability and controllability of generation quality
4. Write technical documents and research papers, share research results, promote knowledge accumulation and team learning
5. Track research trends in relevant fields both domestically and internationally, and provide recommendations on technology trends and development directions for the company
Job requirements:
1. Doctoral degree is preferred, in computer science, artificial intelligence, electronic engineering or related fields
2. Familiar with the latest technologies in the field of multimodal generation, such as ChatGPT, Llama, GLM, DALLE, StableDiffusion and other cutting-edge technologies
3. Have research and development experience in multimodal large models, familiar with common AI generative model frameworks, including GAN, VAE, VQGAN, Diffusion, etc., and familiar with generative model plugin models such as ControlNet, LoRA, Text Inverse, etc
4. More than three years of research experience in fields such as multimodal learning, deep learning, computer vision, or natural language processing
5. Proficient in at least one programming language, such as Python or C++, familiar with the use of deep learning related frameworks (such as TensorFlow, PyTorch), and have a good foundation in algorithms and data structures
6. Possess excellent research abilities, able to quickly understand cutting-edge papers and reproduce algorithms
7. Possess good teamwork spirit and communication skills, able to collaborate with team members from different backgrounds
Bonus points:
1. Published relevant papers in top international conferences or journals
2. Experience in applying machine learning algorithms to actual products or projects
3. Familiar with the clothing industry and have research or work experience in related fields