Nanyang Technological University
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A Research Engineer to support the research for developing perception algorithms based on 4D radar. A Research Engineer position is available in the area of sensors perception and platform design in a project that involves simultaneous localization and mapping (SLAM) algorithms and deep learning object detection.
The successful candidate will work with Prof. Danwei Wang and a group of Research Fellows, Research Associates, and Ph.D./Masters/Bachelors students in the school of EEE at Nanyang Technological University, Singapore.
Key Responsibilities:
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Perform research, development, implementation, and experimentation of the perception algorithms based on 4D radar
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Solve problems of robust perception in rainy weathers and expand the usage of the technologies to other weather conditions such as fog and smoke
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Utilize expertise in deep learning, simultaneous localization and mapping to contribute to research activities
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Responsible for algorithms design and implementation
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Conduct place recognition based on 3D and 4D radar fusion
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Develop 4D radar SLAM algorithm
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Collaborate with interdisciplinary teams to integrate radar-based perception into larger systems
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Other engineering support on hardware and software
Job Requirements:
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A Bachelor/Master degree in automatic control, robotics, electrical engineering, etc
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Strong skills in C++, Python, Linux, and experience with ROS, and code management tools (git)
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Experience with algorithms based on different sensors (4D radar, 3D LiDAR, rgb cameras, thermal cameras, etc)
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Familiar with deep learning frameworks (such as Pytorch)
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Experience with deep learning based object detection
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Experience with SLAM and multi-sensor fusion algorithms
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Experience with place recognition based on sensors fusion
Preference will be given to applicants with the following additional skills:
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Has experience in multi-sensor perception and SLAM algorithms.
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Has experience in Lidar, cameras, radar, etc.
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Has experience in projects related to autonomous systems or robotics.
We regret that only shortlisted candidates will be notified.
Hiring Institution: NTU
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