资深算法专家（广告创意生态方向）-Ads Core
Core
Build a large-model-based creative evaluation system to identify and interpret golden standards, enhancing client adoption of high-quality materials and boosting overall ad revenue.
Role type
Senior IC algorithm expert (ad creative ecosystem)
Builds
Creative evaluation systems, material-specific pipelines for ad serving (pre-bid automation, mid-bid recall/ranking, post-bid analysis), and AIGC production strategies
Domain
Advertising technology, Large Language Models, Multimodal AI
Deliverable
production ML models
Required skills
Large model reasoning, Multimodal AI, Transformer architecture, Diffusion models, LLM optimization, Open-source model iteration (Llama/Qwen/Hunyuan/Deepseek/Kimi), Deep learning frameworks (TensorFlow/PyTorch)
Preferred skills
Top-tier conference publications (NeurIPS/ICLR/KDD/ICML), AIGC production strategy validation
Technologies
TensorFlow, PyTorch, Transformer, Diffusion, LLM, VAE, CLIP, Llama, Qwen, Hunyuan, Deepseek, Kimi
Responsibilities
Design intelligent systems for creative evaluation and golden standard interpretation; Construct material pipelines across the ad serving lifecycle; Collaborate with AIGC teams to validate creative strategies; Explore breakthrough applications of multimodal and diffusion models in creative ecosystems.
