素材优选算法工程师 - 抖音
Core
Design and implement recommendation algorithm strategies for the full lifecycle of advertiser creative assets on Douyin, including automated creative generation and DSP human-creative matching.
Role type
Senior IC machine-learning engineer (advertising creative recommendation)
Builds
Advertiser creative recommendation systems, automated creative generation pipelines, and DSP human-creative matching solutions.
Domain
Advertising technology, Recommendation systems, Large Language Models (LLM), Multimodal AI
Deliverable
production ML models
Required skills
Deep learning training/inference frameworks (PyTorch/TensorFlow), Recommendation algorithms, Large Language Models (LLM), Multimodal learning, Model compression and acceleration, Multi-task learning, Scaling Up techniques
Preferred skills
Experience with VLM projects, Experience in advertising or recommendation domains, High-quality academic publications, ACM competition awards
Technologies
PyTorch, TensorFlow
Responsibilities
Lead algorithm strategy design for advertiser creative full-link recommendation, Implement cutting-edge recommendation technologies for ad creative scenarios, Optimize models for scaling and efficiency
Seniority
Senior, hands-on IC
