Sr.GPU Engineer/Architect
San Diego, CA
Full Time
Experienced
Job Title: Sr.GPU Engineer/Architect
Position Type: Full time
Location: San Diego, CA, USA
Salary Range: $241800 - $409200 (USD)
Job ID#: 147766
Job Description:
Responsibilities:
Founded in 2009, IntelliPro is a global leader in talent acquisition and HR solutions. Our commitment to delivering unparalleled service to clients, fostering employee growth, and building enduring partnerships sets us apart. We continue leading global talent solutions with a dynamic presence in over 160 countries, including the USA, China, Canada, Singapore, Japan, Philippines, UK, India, Netherlands, and the EU.
IntelliPro, a global leader connecting individuals with rewarding employment opportunities, is dedicated to understanding your career aspirations. As an Equal Opportunity Employer, IntelliPro values diversity and does not discriminate based on race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, disability, or any other legally protected group status. Moreover, our Inclusivity Commitment emphasizes embracing candidates of all abilities and ensures that our hiring and interview processes accommodate the needs of all applicants. Learn more about our commitment to diversity and inclusivity at https://intelliprogroup.com/.
Compensation: The pay offered to a successful candidate will be determined by various factors, including education, work experience, location, job responsibilities, certifications, and more. Additionally, IntelliPro provides a comprehensive benefits package, all subject to eligibility.
Position Type: Full time
Location: San Diego, CA, USA
Salary Range: $241800 - $409200 (USD)
Job ID#: 147766
Job Description:
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.
Our pioneering first-generation NPU, utilizing DSA architecture, has successfully entered mass
production. We're currently validating the architecture of our second generation and are making the
strategic decision to transition towards General Purpose GPU (GPGPU) architecture.
We're completely overhauling our software stack and embracing the CUDA ecosystem. Our goal is to
achieve over 90% compatibility with cuBLAS/cuDNN on Linux across PCIe and CXL connections, all
while delivering at least 1.3 times the performance of existing solutions on Transformer and
Stable-Diffusion workloads
Responsibilities:
- Software Technical Strategy - Develop and refine a comprehensive 3-year roadmap for a software stack compatible with CUDA, encompassing Runtime, Driver, Compiler, Profiler, Debugger, and AI acceleration libraries - Define binding specifications that link our upcoming GPU ISA to CUDA APIs, ensuring forward compatibility with CUDA 12.x features - Evaluate and integrate the latest technological advancements: CUDA Graph, Transformer Engine, virtual memory management, CUDA dynamic CUTLASS 3.x, TMA, Blackwell FP4, among others.
- Architecture & Design - Create a modular, layered Runtime architecture: CUDA → HAL → Kernel → Hardware, applicable across emulators, and actual silicon - Define the task launch protocol, including Queue, Stream, Event, and Graph, as well as the memory model - Design a dual-mode (JIT & offline) compiler supporting LTO, PGO, Auto-Tuning, and efficient PTX→ISA microcode caching - Develop GPU virtualization schemes (MIG) that work across processes and containers.
About Us:
Founded in 2009, IntelliPro is a global leader in talent acquisition and HR solutions. Our commitment to delivering unparalleled service to clients, fostering employee growth, and building enduring partnerships sets us apart. We continue leading global talent solutions with a dynamic presence in over 160 countries, including the USA, China, Canada, Singapore, Japan, Philippines, UK, India, Netherlands, and the EU.
IntelliPro, a global leader connecting individuals with rewarding employment opportunities, is dedicated to understanding your career aspirations. As an Equal Opportunity Employer, IntelliPro values diversity and does not discriminate based on race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, disability, or any other legally protected group status. Moreover, our Inclusivity Commitment emphasizes embracing candidates of all abilities and ensures that our hiring and interview processes accommodate the needs of all applicants. Learn more about our commitment to diversity and inclusivity at https://intelliprogroup.com/.
Compensation: The pay offered to a successful candidate will be determined by various factors, including education, work experience, location, job responsibilities, certifications, and more. Additionally, IntelliPro provides a comprehensive benefits package, all subject to eligibility.
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