Backend Engineer - AML Framework Development (Search, Ads, and Recommendation Direction)
Core
Design and implement machine learning frameworks and model optimization tools for ads ranking, search ranking, and live/e-commerce ranking platforms.
Role type
Senior IC machine learning framework engineer
Builds
Next-generation AI infrastructure and recommendation platforms for ads, search, and e-commerce
Domain
Internet advertising, search, and recommendation systems
Deliverable
production ML models
Required skills
Python, C++, deep learning frameworks (TensorFlow, PyTorch, Keras), automatic differentiation, DNN/CNN/LSTM architectures, framework design, interface encapsulation, design patterns
Preferred skills
distributed training project design, model computation efficiency optimization
Technologies
TensorFlow, PyTorch, Keras, Python, C++
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