🛠 Tech Stack

💼 About This Role

You'll explore and prototype a generative simulator that synthesizes realistic driving scenarios, working on autonomous truck technology at a leading Physical AI company. Your work will directly impact safety-critical vehicle testing and accelerate the deployment of self-driving trucks.

🎯 What You'll Do

• Evaluate existing tools for fidelity and efficiency
• Process real-world driving logs to fine-tune generative models
• Connect prototype to data pipeline for seamless ingestion
• Develop metrics to validate scenario realism and feasibility

📋 Requirements

• Solid Python programming skills
• Familiarity with deep learning frameworks like PyTorch
• Basic understanding of generative models (VAEs, GANs, diffusion)
• Experience with dataset loading and preprocessing

✨ Nice to Have

• Prior exposure to diffusion models
• Experience with autonomous driving datasets
• Familiarity with 2D/3D coordinate systems and map representations

📨 Hiring Process

Estimated timeline: 2-4 weeks · AI estimate

1. 1Recruiter Screen· 30 min
2. 2Technical Interview· 60 min
3. 3Hiring Manager Interview· 45 min