推荐架构工程师-Data
Core
Develop and optimize large-scale machine learning online inference frameworks to support efficient model inference for products like Toutiao and Douyin.
Role type
Senior IC machine-learning infrastructure engineer
Builds
High-performance inference frameworks and training pipelines for recommendation systems
Domain
Internet / Recommendation Systems / Distributed Systems
Deliverable
production ML models
Required skills
C/C++ programming, Linux environment, computer architecture, TensorFlow/PyTorch internals
Preferred skills
Deep learning model optimization, custom operator implementation, model pruning/quantization/compression, hardware-software co-optimization
Technologies
C/C++, Linux, TensorFlow, PyTorch
Responsibilities
Research and solve problems in large-scale feature/sample processing and model training/scheduling; Collaborate with algorithm teams to analyze issues and integrate solutions into business; Optimize inference frameworks for high efficiency.
