Machine Learning Internship, Behaviors Research

MOTIONAL SINGAPORE PTE. LIMITED; Singapore; Presencial; SGD 13 000 - 20 000; Tempo integral

Resumo da oferta

Motional Singapore PTE. LIMITED invites a highly motivated intern to join the Behaviors team. You will conduct research on machine learning for prediction and planning, contributing to projects behind nuScenes, PointPillars, and DriveIRL. The role emphasizes scientific rigor, collaboration, and innovation.

The internship is full-time for at least 5 months, based in Singapore with flexible hours and some remote work, requiring residence in Singapore for the duration.

Qualificações

• Enrolled in a Masters or PhD program in CS / EE / Robotics or similar technical field.
• Strong ML research background with publications in top-tier conferences (e.g., RSS, CVPR, NeurIPS).
• Proficiency in Python coding and PyTorch or other deep learning frameworks.
• One-team mindset and effective collaboration with researchers and engineers.
• Strong communication and interpersonal skills.

Responsabilidades

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

Conhecimentos

Machine learning research

Python

PyTorch

Communication & teamwork

Autonomous driving experience (nice to

Formação académica

Masters or PhD in Computer Science / Electrical Engineering / Robotics or similar

Ferramentas

Python

PyTorch

Descrição da oferta de emprego

We are looking for a highly motivated intern to join our Behaviors team and conduct research on Machine Learning for prediction and planning. Here, you will work with the team behind nuScenes, PointPillars, Point Painting, PBP Trajectory Prediction and DriveIRL to deliver ML technologies aligned with the core values of Motional ensuring the highest standards of quality, scientific rigor and innovation.

The internship will take place in our Singapore office and we expect a full-time internship period of at least 5 months . We offer flexible working hours and allow for remote work. The candidate will however have to live in Singapore for the duration of the internship.

What you'll be doing:

• 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

What we are looking for:

• 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
• Previous experience in autonomous driving is preferred