TikTok is looking to protect its platform and users from content and behaviors that violate community guidelines and related regulations by developing state-of-the-art computer vision, NLP, and multimodality models and algorithms.
Requirements
- Hands-on or academic experience in one or more of the following areas: Machine learning, Large Language Models, Recommendation Systems, and related areas.
- Strong coding skills.
Responsibilities
- participate in the development of the cutting-edge content understanding model to help improve the recognition ability of violated content in TikTok
- responsible for optimizing 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.
Other
- Curiosity towards new technologies and entrepreneurship, good communication and teamwork skills.
- Candidates can apply for a maximum of TWO positions and will be considered for jobs in the order you applied for.
- The application limit is applicable to TikTok and its affiliates' jobs globally.
- By submitting an application for this role, you accept and agree to our global applicant privacy policy
