Senior Staff Machine Learning Compiler Engineer
Published: 2025-04-02XPENG is a leading smart technology company at the forefront of innovation, integrating advanced AI and autonomous driving technologies into its vehicles, including electric vehicles (EVs), electric vertical take-off and landing (eVTOL) aircraft, and robotics. With a strong focus on intelligent mobility, XPENG is dedicated to reshaping the future of transportation through cutting-edge R&D in AI, machine learning, and smart ...
Job details
Santa Clara, United States (city)
$244k - $413k
On-site
Full-time
Categories
XPENG is a leading smart technology company at the forefront of innovation, integrating advanced AI and autonomous driving technologies into its vehicles, including electric vehicles (EVs), electric vertical take-off and landing (eVTOL) aircraft, and robotics. With a strong focus on intelligent mobility, XPENG is dedicated to reshaping the future of transportation through cutting-edge R&D in AI, machine learning, and smart connectivity.
We are looking for a full-time Machine Learning Compiler Engineer, with deep knowledge and strong enthusiasm towards establishing a state-of-art machine learning compiler infrastructure to enable the deployment of advance self-driving models on general puprose GPUs.
Our mission is to solve the autonomous driving problem. You will work with a team of talented software engineers, machine learning engineers and research scientists to push the boundary of state-of-art machine learning compiler which will enable the next-generation E2E solution of autonomous driving.
Job Responsibilities:
Apply - Development of machine learning compilers to enable machine learning model to execute on general purpose GPU.
- Clang/MLIR/LLVM compiler tool chain development, including c/c++,assembler, linker.
- Various frontend optimization, including various computational graph optimization.
- Various backend optimization, including via heterogeneous memory management, tiling, and parallelization.
- Testing and profiling of compiler deployed models.
- PhD in CS/CE/EE, or equivalent, with 5-7 + years of industry experience.
- Excellent C/C++ development capability.
- Previous experience in the autonomous driving industry.
- Development experience using Multi-Level IR Compiler Framework
- Familiarity with CUDA and PyTorch.
- Familiarity with GPU CPU, NPU, DSP architecture.
- A track record of efficiently solving complex problems collaboratively on larger teams
- A fun, supportive and engaging environment
- Infrastructures and computational resources to support your work.
- Opportunity to work on cutting edge technologies with the top talents in the field.
- Opportunity to make significant impact on the transportation revolution by the means of advancing autonomous driving
- Competitive compensation package
- Snacks, lunches, dinners, and fun activities