Senior ML Compiler Engineer
Core
Building and evolving the model compilation toolchain to deploy large-scale perception, prediction, and planning models to autonomous vehicles.
Role type
Senior IC ML Compiler Engineer
Builds
Production-grade inference artifacts and compiler tooling for GM's autonomous driving platforms
Domain
Automotive / Autonomous Driving / ML Systems
Deliverable
production ML models
Required skills
Compiler development, Python, C++, ML frameworks (PyTorch, TensorFlow, JAX), ONNX, MLIR, XLA, TVM, TensorRT, software development lifecycle, debugging, optimization, testing, integration
Preferred skills
ONNX-based model export pipelines, GPU programming (CUDA), ML accelerators and hardware architecture, deploying machine learning models
Technologies
MLIR, ONNX, XLA, TVM, TensorRT, CUDA, cuDNN, cuBLAS
Responsibilities
Build and evolve the model compilation toolchain; Architect new compiler passes and analysis; Collaborate with kernels, runtime, and hardware teams; Set standards for model export, validation, and debugging
Seniority
Senior, hands-on IC
