机器学习算法专家-国际化广告中台
Core
Designing backend strategies and online personalization for TikTok's main app ad scenarios (IAB/BoC, Carousel) and optimizing ad ranking algorithms to improve monetization efficiency and user experience.
Role type
Senior Machine Learning Algorithm Expert (Ad Tech)
Builds
Ad ranking systems, dynamic personalized ad generation, and full-link optimization for the ad delivery platform.
Domain
Digital Advertising, Recommendation Systems, AIGC
Deliverable
production ML models
Required skills
Deep learning theory and practice, Data structures and algorithms, Backend engineering, TensorFlow/PyTorch, Model generalization, Material exploration and utilization, Automatic targeting
Preferred skills
AIGC application/iteration experience, Ad/Recommendation model or client ecosystem experience, Published papers at ICML/NIPS/ICLR/Recsys/KDD, Open source community experience in deep learning frameworks
