2 часа назад
Member of Technical Staff, Hardware, Performance Engineer (AI Accelerators)
200 000 - 420 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Member of Technical Staff, Hardware, Performance Engineer (AI Accelerators): Architecting, modeling, and correlating custom AI accelerator silicon and SoC systems with an accent on high-fidelity simulation, workload characterization, and hardware/software co-design. Focus on developing C++/SystemC performance models, exploring micro-architectural tradeoffs, optimizing ISA and kernels, and validating model accuracy against RTL and pre-silicon emulators.
Location: Based in Austin, Texas or Palo Alto, California
Annual salary: $200,000–$420,000 USD
Company
is building personal AI through local-inference hardware, custom training infrastructure, next-generation user interfaces, and deep learning research.
What you will do
- Design and implement high-performance and functional hardware models using C++ and/or SystemC.
- Run micro-architectural studies covering cache sizes, branch predictors, pipeline depths, scatter/gather, and matrix multiplication shaping.
- Profile AI kernels and software stacks to create representative traces for hardware-model stress testing.
- Collaborate with compiler, IR, kernel, software, and RTL design teams on hardware/software co-design.
- Correlate performance models with RTL and pre-silicon emulators.
- Identify system bottlenecks involving instruction-level parallelism, bandwidth, and utilization.
Requirements
- Bachelor’s degree in Electrical Engineering, Computer Engineering, or Computer Science and 5+ years of practical industry experience with advanced process nodes of 7nm or below.
- Expert proficiency in C/C++ or event-driven simulation environments such as SystemC.
- Experience with compiler transformations in LLVM, GCC, or XLA and with CUDA or Triton kernels interacting with an ISA.
- Expert knowledge of computer architecture for at least one chip type, including SoCs, CPUs, GPUs, or AI accelerators.
- Experience using performance counters, hardware profilers, and trace-analysis tools.
- Collaborative experience in hardware/software co-design.
Nice to have
- Pre-silicon RTL/emulator or post-silicon performance-validation experience.
- Experience with QEMU models for pre-silicon software development.
- Scripting for data post-processing, simulation-result visualization, and large regression-suite automation.
Culture & Benefits
- Visa sponsorship is available, with support through the visa process where appropriate.
- Relocation support is available as needed.
- Health, dental, and vision benefits.
- Unlimited paid time off.
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