
Staff ML Compiler Engineer
General Motors
full-time
Posted on:
Location Type: Hybrid
Location: California • Texas • United States
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Salary
💰 $185,100 - $335,300 per year
Job Level
Tech Stack
About the role
- Own and evolve the model compilation toolchain used to deploy large‑scale perception , prediction, and planning models to the AV.
- Architect new compiler passes and analysis that improve build times, memory footprint, and runtime latency while preserving—or intentionally trading off—fidelity under strict safety and reliability constraints.
- Collaborate closely with kernels, runtime, and hardware teams to co‑design interfaces, shape accelerator capabilities, and ensure the compiler exposes the right abstractions to unlock peak performance on each platform.
- Set standards and best practices for model export, validation, and debugging so that AV teams can iterate quickly with clear, reproducible performance and accuracy characteristics.
Requirements
- 5 + years of experience in the field of compilers
- Experience with ML frameworks (e.g., PyTorch , TensorFlow, JAX) and software stack (e.g., ONNX, MLIR, XLA, TVM, TensorRT , etc )
- Expertise in writing production quality Python/C++ code
- Expertise in the software development life-cycle - coding, debugging, optimization, testing, integration
- BS, or higher degree, in CS/CE/EE, or equivalent
Benefits
- medical
- dental
- vision
- Health Savings Account
- Flexible Spending Accounts
- retirement savings plan
- sickness and accident benefits
- life insurance
- paid vacation & holidays
- tuition assistance programs
- employee assistance program
- GM vehicle discounts
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
compiler designmodel compilationPythonC++ML frameworksONNXMLIRXLATVMTensorRT
Soft Skills
collaborationcommunicationproblem-solvingstandards settingbest practices development
Certifications
BS in Computer ScienceBS in Computer EngineeringBS in Electrical Engineering