国际化广告算法工程师 - 国际化内容与服务广告
Core
Building ad products for app downloads, games, short dramas, and lead generation clients to optimize user acquisition, retention, and monetization.
Role type
Senior IC machine-learning engineer (advertising algorithms)
Builds
Ad products for diverse verticals including finance, automotive, education, and healthcare
Domain
Advertising technology and large-scale recommendation systems
Deliverable
production ML models
Required skills
Machine learning theory, deep learning, data structures and algorithms, coding proficiency, problem-solving
Preferred skills
LLM/Agent application in ad scenarios, model optimization in ad/recommendation, paper publication at top conferences, open-source framework contributions
Technologies
TensorFlow, Pytorch
Responsibilities
Optimize ad delivery for new business directions like private messaging and full-site promotion; Explore integration of LLMs and Agents in industry-specific ad scenarios; Optimize full-link ad systems including recall, coarse ranking, and fine ranking; Enhance lead ad business performance through model generalization and creative exploration; Implement cutting-edge algorithms for intelligent ad systems.
