广告算法工程师（J106770）
Core
Design, develop, and deploy deep learning models for core advertising tasks including CTR/CVR estimation, bid optimization, and ad ranking.
Role type
Senior IC machine-learning engineer (advertising algorithms)
Builds
Production ad ranking and bidding systems
Domain
Advertising, Deep Learning, Recommendation Systems
Deliverable
production ML models
Required skills
Deep learning model design, Transformer architectures, Multi-task learning, Distributed training, Model deployment, Python, SQL, Feature engineering
Preferred skills
Spark, Hive, A/B testing, Sequence modeling
Technologies
PyTorch, TensorFlow, Spark, Hive
Responsibilities
Design and deploy deep learning models for CTR/CVR estimation and ad ranking; Research and apply advanced architectures like Transformer and DIN; Collaborate on scalable feature pipelines; Conduct offline evaluation and online A/B testing; Track and apply latest advancements in deep learning and recommendation systems.
