4 months ago
Base Salary
$190k - $280k/yr
Responsibilities
- Analyze the latest machine learning workloads and their performance implications.
- Contribute hardware and software features for next-generation inference accelerators.
- Stay updated on the latest research in ML architecture and algorithms.
- Collaborate with product, hardware design, compiler, inference server, and kernel teams.
- Create analytical models to project performance on current and future hardware.
- Propose new hardware/software features to enable or accelerate algorithms.
Requirements
- BSEE with 10+ years of industry experience or MSEE with 8+ years of experience.
- Strong knowledge in computer architecture, hardware/software co-design, and performance modeling.
- Programming fluency in C/C++ or Python.
- Experience in developing analytical performance models and architecture simulators.
- Research background with publications in top-tier architecture or machine learning venues is a plus.
- Self-motivated team player with strong collaboration skills.