Machine Learning Internship, Behaviors Research

Summary

Join Motional's Behaviors team as a highly motivated intern to conduct research on Machine Learning for prediction and planning. You will collaborate with a team of experts on projects such as nuScenes, PointPillars, Point Painting, PBP Trajectory Prediction, and DriveIRL. The internship is full-time for at least 3-4 months, offering flexible hours and remote work options. Your research will focus on driving behavior, utilizing large-scale datasets and resulting in publications and patents. You will work with various teams to deploy your research into autonomous vehicles. Motional is committed to creating safer roadways and more equitable transportation options.

Requirements

• Enrolled in a Masters or PhD program in Computer Science, Electrical Engineering, Robotics or similar technical field of study
• Strong Machine Learning research background with publications in any of the top-tier conferences(RSS, ICRA, CoRL, CVPR, ICRL, ICML, NeurIPS, etc.)
• Proficiency in Python coding and PyTorch or other commonly-used deep learning frameworks
• One-team mindset and effective collaboration with other researchers and engineers
• Strong communication and interpersonal skills

Responsibilities

• Conduct research on driving behavior related topics, such as future prediction, motion planning, agent simulation, scenario generation
• Work with large-scale internal datasets to demonstrate the effectiveness of your research
• Collaborate with different teams to deploy your research results into the autonomous vehicles
• Publish the research results in papers and patents

Preferred Qualifications

Previous experience in autonomous driving

Benefits

• Flexible working hours
• Remote work