7h ago

Software Engineer, Machine Learning Performance

Taipei, Taiwan; Hsinchu, Taiwan

$2600k-$3150k / year

full-timemid HybridAutonomous driving

🛠 Tech Stack

💼 About This Role

You'll join Waymo's Compute Team to optimize ML model performance on the world's highest performance automotive compute platform. You'll design and implement solutions for performance optimization of individual ML models and collaborate with infrastructure teams to land critical optimizations. This role involves working on a hybrid schedule in Taipei or Hsinchu.

🎯 What You'll Do

  • Design and implement performance optimizations for ML models
  • Collect, trace, and analyze ML model performance data
  • Prototype solutions at application or compiler level
  • Collaborate with compiler and runtime teams on optimizations

📋 Requirements

  • BS degree in Computer Science/Electrical Engineering or equivalent
  • 3+ years of experience writing complex C++ code
  • 3+ years of experience writing code in Python
  • 1+ years experience in optimizing compute performance for ML applications

✨ Nice to Have

  • Experience in ML compiler design and implementation
  • Experience in performance tools, simulators, HW/SW codesign
  • Experience in robotic application development/optimizations

🎁 Benefits & Perks

  • 💰 Discretionary annual bonus program
  • 📈 Equity incentive plan
  • 🏥 Generous Company benefits program
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