10h ago
Senior ML Accelerator Modeling Engineer
Mountain View, CA, USA; New York, NY, USA
$204k-$259k / year
full-timesenior Hybridautonomous driving
🛠 Tech Stack
💼 About This Role
You'll create architectural and micro-architectural models for Waymo's custom ML accelerators, driving optimization of the world's highest performance automotive compute platform. You'll analyze workloads and define micro-benchmarks to achieve functional performance goals. This role offers the chance to work on fully autonomous vehicle technology with a team that has delivered over ten million rider-only trips.
🎯 What You'll Do
- Create architectural and micro-architectural models for ML accelerators
- Analyze workloads and derive representative micro-benchmarks
- Drive equivalence between hardware and simulator implementations
- Build scalable tools for modeling, performance analysis, and optimization
📋 Requirements
- Bachelor's degree in CS/CE or equivalent experience
- 7+ years modeling complex high-performance architectures
- Experience with cycle-level simulation frameworks (SystemC, Gem5, etc.)
- Strong C++ programming skills and computer architecture foundation
✨ Nice to Have
- 2+ years modeling CPU, GPU, or NPU architectures
- Track record of building performance analysis tools
- Experience writing microbenchmarks for performance correlation
🎁 Benefits & Perks
- 💰 Competitive base salary ($204k-$259k)
- 📈 Discretionary annual bonus program
- 📊 Equity incentive plan
- 🏥 Generous company benefits program
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