深度学习架构工程师-Data
Core
Design and develop recommendation system architecture for ByteDance products, optimizing online/offline service performance and building data platforms.
Role type
Senior IC deep learning systems engineer (recommendation infrastructure)
Builds
Large-scale machine learning online inference frameworks, feature/sample processing pipelines, and model training schedulers
Domain
Internet / Recommendation Systems / Distributed Systems
Deliverable
production ML models
Required skills
C/C++ programming, Linux environment, computer architecture, deep learning framework internals (TensorFlow/PyTorch)
Preferred skills
Custom operator implementation, model pruning/quantization/compression, hardware-software co-optimization
Responsibilities
Research and optimize large-scale ML online inference frameworks; Solve bottlenecks in feature/sample processing and model training scheduling; Collaborate with algorithm teams to integrate solutions into business products
