10h ago
Principal Architect, Performance Analysis and Modeling
Santa Clara
$190k-$280k / year
full-timelead Hybridai-ml
🛠 Tech Stack
💼 About This Role
You'll analyze latest ML workloads like multi-modal LLMs and generative inference for next-gen hardware. Your work will directly shape HW/SW co-design for datacenter accelerators at a generative AI startup. You'll collaborate across architecture, product, and compiler teams.
🎯 What You'll Do
- Analyze multi-modal LLMs and video/audio-generation workloads
- Develop analytical performance models for current and future hardware
- Propose new HW/SW features to accelerate ML algorithms
- Collaborate with product, hardware, compiler, and inference teams
📋 Requirements
- BSEE with 10+ years or MSEE with 8+ years industry experience
- Solid grasp of computer architecture, HW/SW co-design, performance modeling, ML fundamentals
- Programming fluency in C/C++ or Python
- Experience with analytical performance models and architecture simulators
✨ Nice to Have
- Research background with publications in ISCA, MICRO, ASPLOS, etc.
- Experience with emerging hardware technologies like DIMC, 3D-DRAM
🎁 Benefits & Perks
- 🏖️ Unlimited PTO
- 🏥 Health insurance
- 📈 Equity
- 🍕 Free lunch
- 🏢 Hybrid work
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