Senior Staff Machine Learning Compiler Engineer
Santa Clara, CA
Full Time Senior-level / Expert USD 244K - 413K
XPeng Motors
XPENG's electric vehicles designed for performance, safety, and sustainability. Explore our range of smart EVs, advanced technology, and commitment to a greener future.
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 or customized SoCs.
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:
- Development of machine learning compilers to enable machine learning model to execute on general purpose GPU or XPENG's customized SoC chips.
- 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
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Categories:
Engineering Jobs
Leadership Jobs
Machine Learning Jobs
Tags: Architecture Autonomous Driving CUDA GPU Machine Learning PhD PyTorch R R&D Research Robotics Testing
Perks/benefits: Career development Competitive pay Equity / stock options Salary bonus
Region:
North America
Country:
United States
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