Role OverviewThe Ads Core ML Team from TikTok Global Monetization Technology is responsible for generating revenue and optimizing the user experience on the world's leading short-form video platform. The team is looking for a graduate to join and pursue bold ideas, tackle complex challenges, and unlock limitless growth.
What You Will Do
As a graduate, you will be responsible for researching and developing a cutting-edge global advertising delivery system using advanced technologies, including ML/DL, RL, LLM, and scaling laws in ad recommendation. You will also optimize efficiency across the entire advertising funnel, focusing on Recall & Rough-sort, Fine-sort (CTR/CVR), format/creative personalization, and system resource allocation.
Why It Might Be a Fit
Successful candidates must be able to commit to an onboarding date by the end of the year. The team is looking for talented individuals who are completing or have recently completed a PhD degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
Requirements
- PhD degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline
- Solid programming skills, proficient in C/C++ and Python
- Good theoretical grounding in machine learning/deep learning/algorithm concepts and techniques
- Familiar with architecture and implementation of at least one mainstream machine learning programming framework (TensorFlow/Pytorch/MXNet)
- Good analytical thinking and critical thinking capabilities
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