🛠 Tech Stack

💼 About This Role

You'll own the design and development of ML models for end-to-end autonomous driving, from data strategy to deployment. You'll resolve ambiguities in complex multi-team projects and enable colleagues through high-quality code and ML rigor. This cross-org collaboration with Toyota Research Institute pioneers fully learned AD/ADAS stacks using Diffusion Policy and Large Behavior Models.

🎯 What You'll Do

• Design and develop ML models for end-to-end autonomous driving.
• Manage data strategy, experimentation, evaluation, and deployment.
• Resolve ambiguities in complex multi-team projects.
• Collaborate with stakeholders across time zones to define interfaces.

📋 Requirements

• MS or higher in related field or equivalent experience.
• Professional experience with ML frameworks such as PyTorch, Jax, or TensorFlow.
• Knowledge of debugging deep neural networks on NVIDIA CUDA stack.
• Experience in state-of-the-art 3D perception architectures.

✨ Nice to Have

• Experience with model deployment using NVIDIA TensorRT.
• Experience with BEV representations and sensor fusion.
• Experience with embedded ML platforms and real-time OSes.

🎁 Benefits & Perks

• 🏖️ Flexible hybrid work
• 💰 Competitive salary and equity
• 🏥 Health, dental, and vision insurance
• 📚 Learning and development opportunities
• 🍽️ Catered lunch and snacks