机器学习编译优化工程师 - Seed Model
Core
Design offline full-system computation graph optimization pipelines and optimize model training/inference execution efficiency for search, recommendation, and advertising scenarios.
Role type
Machine Learning Compiler Optimization Engineer
Builds
AI compiler projects and optimized model execution for search, recommendation, and ad systems
Domain
AI Infrastructure / Machine Learning Compilation
Deliverable
production ML models
Required skills
ML compiler development, operator kernel development, C/C++ programming, data structures and algorithms, system performance optimization
Preferred skills
hardware-software co-design, deep understanding of ML framework internals (TensorFlow/PyTorch/MxNet)
Technologies
XLA, MLIR, TVM, C++, C
Responsibilities
Plan technical solutions for AI compiler projects, optimize computation graph execution efficiency, collaborate with algorithm teams for joint optimization
Seniority
Mid-level, hands-on IC
