Multimodal AI Researcher

24 hours ago


Singapur, Singapore TikTok Full time
About the Team

The TikTok Eng-AI Innovation Center is dedicated to pushing the boundaries of Artificial General Intelligence (AGI) technologies, including Large Language Models (LLMs) and multi-modal LLMs. Our mission is to empower machines to better understand user-generated content on the TikTok platform.

By enhancing content understanding, we aim to provide a better user experience through improved search, recommendation, and content moderation. Additionally, our LLMs will help identify and defend against internet abuse and fraud on our platform.

Our team is focused on developing cutting-edge technologies that will revolutionize the way we interact with code. We aim to make code more accessible and efficient for TikTok engineers.

Job Responsibilities
  • Drive the development of large language model code direction, optimizing code comprehension, reasoning, and generation capabilities.
  • Improve code comprehension, reasoning, and generation capabilities in real-world production codebases, enhancing TikTok service code performance and privacy compliance.
  • Explore Code Agent capabilities suitable for actual business production environments, and improve TikTok R&D efficiency.
Requirements
  • PhD or Master's degree with top AI conference papers in ML/CV/NLP.
  • Excellent coding ability, data structures, and fundamental algorithm skills, proficient in C/C++ or Python.
  • In-depth research experience in Machine Learning, with a particular emphasis on Large Language Models (LLMs) and Generative AI.
  • Excellent problem-solving skills and passion for solving challenging problems.
Preferred Qualifications
  • Passion for technology, good communication skills, and team spirit.


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