广告算法工程师（创意样式方向）-Data
Core
Build core creative style models for the ad funnel to improve user feedback perception and modeling across materials, styles, layouts, and copy.
Role type
Senior IC algorithm engineer (creative style & generative AI)
Builds
Next-generation network alliance creative style recommendation architecture and unified multi-source representation for ads
Domain
Advertising, Recommendation Systems, Generative AI, Multimodal Learning
Deliverable
production ML models
Required skills
Deep learning frameworks (PyTorch/TensorFlow), Transformer/LLM principles, Multimodal learning, Generative AI, Data structures & algorithms, Python/Java
Preferred skills
Experience in recommendation/ad ranking/search, AIGC projects, Research in multimodal or generative models
Technologies
PyTorch, TensorFlow, LLMs, Vision-Language Models, Transformers
Responsibilities
Model user post-exposure feedback on creative styles; Apply multimodal understanding and generative modeling to ad traffic; Build unified representations for images, video, text, and landing pages; Implement generative recommendation for network alliance ads; Solve industry challenges like sparse feedback and style shift.
Seniority
Senior, hands-on IC
