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E-Commerce Content Enhancement Engineer
1 week ago
TikTok is a leading destination for short-form mobile video, inspiring creativity and bringing joy to users worldwide. Our mission is to empower imaginations and help our platform thrive.
Our Content Understanding and Generation Team is dedicated to spearheading multi-modality models on visual understanding and visual generation, enhancing clients' shopping experiences through AIGC algorithms in the field of e-commerce. We aim to provide a comprehensive AI solution for the e-commerce industry, leveraging technology to transform the entire industry chain.
Responsibilities
- Explore cutting-edge technologies such as computer vision, AIGC (Artificial Intelligence Generated Content), and multimodal machine learning in content commerce.
- Apply AIGC technologies in content commerce, empowering various aspects of e-commerce including product creativity generation, generation and optimization of product materials, virtual try-on, e-commerce video generation and editing.
- Optimize and iterate CV (Computer Vision)/multimodal/AIGC-related models, including image/video understanding, image/video generation/editing, and other advanced technologies.
Qualifications
- Master's or Ph.D. Degree in Computer Science, Machine Learning, or a related field with excellent programming skills and proficiency in C/C++/Python.
- Familiarity with model training frameworks such as TensorFlow/PyTorch, understanding of mixed precision training, distributed training, TensorRT deployment, etc.
- In-depth research in specific areas of computer vision/multimodality, including but not limited to multimodal generation, image/video generation, 3D generation; diffusion model, GAN, transformer for generation tasks.
- Large-scale training, RLHF, and generative AI.
Benefits
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe, and so does our workplace. At TikTok, we believe in inspiring creativity and bringing joy. To achieve that goal, we celebrate our diverse voices and create an environment that reflects the many communities we reach.