Tech Stack

Description

You will work closely with autonomy teams to solve long tail perception, prediction, and planning problems using advanced machine learning methods such as foundation models, multi-modal LLMs, generative models, and imitation learning. You will research and deploy novel ML techniques, build efficient data pipelines, provide technical leadership, and productionize autonomous software for public roads.

Requirements

• 6+ years of experience with M.Sc. or Ph.D. in CS, AI, Mathematics, or related field
• Deep expertise in Machine Learning, Deep Learning, Robotics
• Strong programming skills in C++ or Python
• Research publications in major conferences (RSS, ICRA, CoRL, CVPR, ICLR, ICML, NeurIPS, ICCV, AAAI, etc.)
• Good team player with strong culture fit

Responsibilities

• Research and apply novel machine learning techniques
• Solve perception, prediction, and planning problems for an autonomy system
• Build and leverage efficient ML data pipelines
• Provide technical and people leadership to a large team
• Productionize and deploy autonomous software to public roads