Tech Stack

Description

You will join the Perception Behavior team to advance ML models for autonomous driving, from raw sensor data to behaviors. You will research novel solutions for long-tail events and deploy models on the NuroDriver, working with large datasets and compute infrastructure.

Requirements

• MS or PhD in CS, AI, Robotics or related field with 3+ years experience
• Expertise in Machine Learning and at least one of: End-to-End AV, Imitation/Reinforcement Learning, World Models
• Strong Python programming skills (C++ preferred)
• Independent researcher able to push multi-faceted projects and collaborate across teams
• Publications at major conferences (CVPR, NeurIPS, ICLR, etc.)

Responsibilities

• Advance state-of-the-art end-to-end ML models for AV from raw sensor data to behaviors
• Experiment quickly with massive real-world driving datasets and large-scale compute
• Research novel solutions for long-tail event handling, safe reasoning, and comfort in AV
• Collaborate with autonomy teams to design roadmaps for holistic learned solutions
• Deploy performant ML solutions on the NuroDriver