TikTok is the leading destination for short-form mobile video, and they are seeking a Graduate Machine Learning Engineer to join their algorithm team. The role involves developing state-of-the-art computer vision, NLP, and multimodality models to enhance content understanding and improve trust and safety strategies on the platform.
Responsibilities:
- Participate in the development of the cutting-edge content understanding model to help improve the recognition ability of violated content in TikTok
- Optimize our distributed model training framework continuously
- Collaborate with product teams to define business objectives and improve trust and safety strategy
- Collaborate with engineering teams to deploy machine learning models, design online model workflow, and implement serving pipelines at scale
- Collaborate with the data scientist team to understand the key challenges and propose data-driven strategies
- Work on state-of-the-art content understanding techniques including but not limited to unimodal/multimodal content classifiers, Active learning models, Reinforcement learning models, and Large Language Models