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Autonomous Vehicle Internship, Machine Learning

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📍 Location: Singapore

🔍 Industry: Software Development

🏢 Company: Motional👥 1001-5000💰 Seed 12 months ago🫂 Last layoff 10 months agoAutomotiveFleet ManagementInformation TechnologyAutonomous VehiclesSoftware

🗣️ Languages: English

🪄 Skills: PythonImage ProcessingMachine LearningNumpyOpenCVPyTorchAlgorithmsData Structures

Requirements:
  • Enrolled in a Masters or PhD program in Computer Science, Robotics, Applied Mathematics, Statistics, Physics or similar technical field of study
  • Demonstrated interest in research and development through academic projects or publications in any of the top-tier conferences(RSS, ICRA, CoRL, CVPR, ICRL, ICML, NeurIPS, etc.)
  • Relevant work experience, including internships, full time industry experience or as a researcher in either computer vision, content recommendation, non-linear optimization, reinforcement learning, deep learning or robotics
  • One-team mindset and effective collaboration with other researchers and engineers
  • Strong coding experience in Python and with PyTorch or other commonly-used deep learning frameworks
  • Strong communication and interpersonal skills
Responsibilities:
  • Work with the team behind nuScenes, PointPillars, Point Painting, MotionTrack End-to-End Tracking, 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.
  • Research and develop innovative machine learning strategies for challenging problems that will affect the future of self driving cars.
  • Collaborate with broader teams across Motional gaining exposure to multiple engineering disciplines and several projects simultaneously throughout the development process.
  • Execute on the tasks assigned, meet deadlines and at the same time independently explore new innovative ideas
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