广告算法工程师（流量策略方向） - 抖音变现
Core
Optimize ad recommendation models, traffic strategies, and monetization efficiency for Douyin's ad products.
Role type
Senior IC algorithm engineer (traffic strategy & ad monetization)
Builds
Ad recommendation systems, traffic allocation strategies, and monetization pipelines for Douyin's ad ecosystem
Domain
Internet / Mobile Advertising / Machine Learning
Deliverable
production ML models
Required skills
C++/Golang/Python, data structures and algorithms, machine learning, deep learning, distributed computing, reinforcement learning, generative recommendation, listwise modeling, optimization algorithms
Preferred skills
operations research, ad/recommendation business domain expertise, Kaggle/ACM awards, top-tier conference publications
Technologies
GE framework, reinforcement learning, generative recommendation, listwise ranking
Responsibilities
Optimize mixed-ranking systems using generative recommendation and reinforcement learning; Build experience optimization systems via ranking/listwise modeling; Design monetization systems combining traffic and incentive strategies; Optimize marketing content style recommendation across recall, coarse ranking, and fine ranking stages
