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Machine Learning Intern, Perception (End-to-end)

Motional

Singapore, Central, SingaporeFull-time

Posted 26 Jun 2026

About this role

Mission Summary: We are looking for a Machine Learning Research Intern to work on end-to-end autonomous driving, with a focus on learning-based models that connect perception, reasoning, prediction, and action. The research direction may include Vision-Action models, Vision-Language-Action models, world models, world-action models, and other foundation-model-inspired approaches for autonomous driving. This role involves literature review, model prototyping, experiment design, evaluation, and analysis. The intern…

What they're looking for

Responsibilities

  • Conduct literature review
  • Perform model prototyping
  • Design experiments
  • Evaluate and analyze results

Frequently asked questions

What does a Machine Learning Intern, Perception (End-to-end) at Motional do?

Mission Summary: We are looking for a Machine Learning Research Intern to work on end-to-end autonomous driving, with a focus on learning-based models that connect perception, reasoning, prediction, and action. The research direction may include Vision-Action models, Vision-Language-Action models, w…

How much does a Machine Learning Intern, Perception (End-to-end) at Motional pay?

The employer did not list a salary for this role. Most similar Singapore roles publish their band on the job page.

Is this Machine Learning Intern, Perception (End-to-end) role remote, hybrid, or on-site?

The listing is based in Singapore, Central, Singapore. Check the posting for remote or hybrid options.

How do I apply for this Machine Learning Intern, Perception (End-to-end) role?

You can apply directly on Motional's careers page. ApplyLah can tailor your résumé and cover letter to this exact role in seconds first.