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AI Infra Onboard Performance Intern

External
xpengmotors logoXpengmotors · Santa Clara, CA
Full-timeOn-site2w ago
Embedded SystemsMachine LearningPythonRobotics
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Responsibilities

  • Design and optimize software for deploying large-scale AI models in production vehicles.
  • Profile and improve inference performance across compute, memory, and I/O systems.
  • Reduce latency and improve power efficiency on embedded automotive platforms.
  • Deliver production-ready optimizations that scale reliably across the vehicle fleet.

Requirements

  • Master's or PhD in CS/CE/EE or equivalent, with relevant industry or research experience.
  • Strong expertise in C++ and Python, including performance-sensitive, production-quality code.
  • In-depth understanding of computer architecture and high-performance computing (memory hierarchy, parallelism, vectorization, scheduling).
  • Proven experience in application performance analysis and optimization, using profiling tools to diagnose and resolve bottlenecks.
  • Experience writing and optimizing CPU or CUDA kernels.
  • Experience developing performance tooling and instrumentation (e.g., eBPF, perf, custom tracing/profiling frameworks) for production or embedded systems.
  • Familiarity with embedded or automotive compute platforms (e.g., NVIDIA Orin, Drive) and their power/thermal constraints.
  • Previous experience in the autonomous driving or robotics industry.
  • Effective at solving complex problems collaboratively within larger cross-functional teams.
  • What do we provide:
  • 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.

Additional Information

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.


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