About the team
Welcome to the content understanding and generation team of e-commerce algorithms, where we spearhead multi-modality models on visual understanding and visual generation.
Our team is dedicated to enhancing clients' shopping experience by developing AIGC algorithms in the field of e-commerce, such as e-commerce content understanding and trendings, product creativity generation, generation and optimization of product materials, virtual try-on, e-commerce video generation and editing.
We aim to provide the complete AI solution for the e-commerce industry, and use technology to subvert the entire industry chain.
Responsibilities- Responsible for exploring cutting-edge technologies such as computer vision, AIGC (Artificial Intelligence Generated Content), and multimodal machine learning in the field of content commerce.
- Responsible for applying technologies such as AIGC in the field of content commerce, empowering various aspects of e-commerce such as product creativity generation, generation and optimization of product materials, virtual try-on, e-commerce video generation and editing.
- Responsible for optimizing and iterating CV (Computer Vision) / multimodal / AIGC-related models, including image / video understanding, image / video generation / editing, and other advanced technologies.
Minimum Qualifications- 4+ years of work experience with Master's or . Degree in Computer Science, Machine Learning, or a related field with excellent programming skills and proficiency in C / C++ / Python.
- Familiar with model training frameworks such as TensorFlow / PyTorch, understanding of mixed precision training, distributed training, TensorRT deployment, etc.
- In-depth research in a specific area of computer vision / multimodality,including but not limited to - multimodal generation, such as text-to-image / video / 3D generation and editing, and other related multimodal experiences - image generation, video generation, 3D generation;
- diffusion model, GAN, transformer for generation tasks. - large-scale training, RLHF, and generative AI.Preferred Qualifications- Strong practical skills, priority given to those who have published papers in related competitions and top academic conferences.
- Experience in e-commerce or multimodal / AIGC, including image and video understanding, generation, etc.- Good learning ability, excellent communication skills, strong responsibility, proactive and enthusiastic attitude.
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