Machine Learning Engineer, Content Understanding

About the Team

Our team's mission is to empower content understanding in TikTok businesses. Computer vision and natural language processing are important dimensions in video content understanding. We are working on cutting-edge content understanding topics including weakly-supervised learning, few-shot classification, video tagging, multi-task learning, multi-lingual learning, multi-modality pretraining, etc. As a content understanding team on the business side, we try to succeed in both achieving business metric gains (recommendation metrics), and also producing state-of-the-art research outputs.



Responsibilities

- Conducting development and research on cutting-edge CV, NLP, multi-modality and recommendation topics

- Following SoTA progress in relevant fields and transform the ideas into production

- Life-cycle model development, from model training, deployment, maintenance, till its use in business scenarios.