Join the algorithm team at TikTok to develop state-of-the-art computer vision, NLP and multimodality models and algorithms to protect the platform and users from violating content. Contribute to the development of a cutting-edge content understanding model and optimize distributed model training framework.
Requirements
- Develop computer vision model or multimodality model to recognize violation content in TikTok
- Explore cutting-edge multimodal or computer vision large models (CLIP, COCA, ALBEF, BLIP, Flamingo, ViT-G, ViT-22B, EVA-enormous, etc)
- Explore the application of LLM in our business scenarios, like pre-training, zero-shot/ few-shot learning, hard case mining, etc
- Continuously optimize the training framework to better adapt to the training of large models
Benefits