Principal Software Engineer (AI Virtualization)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Principal Software Engineer (AI Virtualization): Developing and integrating an AI Virtualization Stack to provide hardware-agnostic acceleration for AI/ML workloads on Virtual Machines with an accent on ML compilation technologies and multi-vendor GPU/XPU support. Focus on optimizing PyTorch and JAX backends using OpenXLA and implementing LLM inference optimizations like KV-caching and FlashAttention.
Location: USA-CA - Promontory B. Must have legal authorization to work in the US
Salary: $127,100 - $226,000
Company
is a global leader in semiconductor and infrastructure software solutions, with a focus on shaping the future of virtualization technology through its VMware subsidiary.
What you will do
- Research, design, and develop the AI Virtualization Stack for the ESXi server product.
- Implement and optimize PyTorch and JAX backends using the OpenXLA framework for high-performance AI/ML execution.
- Re-architect performance-critical ML acceleration code, focusing on LLM inference optimizations such as KV-caching and FlashAttention.
- Collaborate with virtual driver teams and external GPU/XPU vendors to provide end-to-end ML framework support.
- Deliver high-quality software according to VCF coding guidelines and maintain detailed technical documentation.
Requirements
- Bachelor's degree with 12+ years of experience or Master's degree with 10+ years of experience in a related field.
- 5+ years of experience in ML framework/runtime development and GPU/XPU backend engineering.
- Strong proficiency in C++ and Python programming languages.
- Direct experience with ML frameworks (PyTorch, JAX) and graph/ML compiler technologies (e.g., OpenXLA).
- Must have legal authorization to work in the US
Nice to have
- Experience with inference servers such as vLLM or Triton.
- Experience with low-level GPU kernel development (CUDA, ROCm, or similar).
Culture & Benefits
- Competitive annual base salary with discretionary annual bonuses and equity awards.
- Comprehensive medical, dental, and vision insurance plans.
- 401(K) participation with company matching and Employee Stock Purchase Program (ESPP).
- Paid sick leave, vacation time, and company paid holidays.
- Support for diverse backgrounds as an equal opportunity employer.
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