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Multimodal AI Researcher

2 months 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 optimize TikTok's codebase, making it more accessible to engineers.

Job Responsibilities
  • Drive the development of core technologies for large language model code direction, focusing on 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 focus on Large Language Models (LLMs) and Generative AI.
  • Excellent problem-solving skills and passion for technology.