广告算法专家（Ranking方向）-内容消费
Core
Optimize ranking algorithms for industry ads in ByteDance China to improve monetization efficiency and customer experience.
Role type
Senior IC ranking algorithm engineer (advertising)
Builds
End-to-end ad ranking systems and large-scale recommendation models integrating LLMs
Domain
Advertising technology, Large Language Models (LLM), Generative AI
Deliverable
production ML models
Required skills
C/C++/Python/Java/Golang, Data structures and algorithms, Distributed computing (Hadoop/Spark), Traditional machine learning, Deep learning, TensorFlow/PyTorch
Preferred skills
Top-tier conference publications (KDD/AAAI/CIKM/WWW/RecSys/NeurIPS/ACL/EMNLP), LLM training and deployment, Tokenization strategies, Generative model architecture design
Responsibilities
Optimize full-link ad system modules (targeting/recall/ranking/bidding), Integrate LLM reasoning into ranking models, Validate Scaling Laws for recommendation models, Explore and optimize tokenization and generative architectures for ad scenarios
Seniority
Mid-to-Senior, hands-on IC
