Research Scientist/Engineer; Mapping and Localization
[Job ID: 892024]
Responsibilities:
- Design, implement and optimize algorithms (SLAM) for real-time, high-precision localization of autonomous vehicles using sensor fusion of GNSS/IMU/DR, LiDAR, cameras, HD Map, and other sensors.
- Develop and maintain high-definition (HD) maps for autonomous driving applications. Work on the creation, updating, and management of detailed maps that include lane information, road geometry, traffic lights/signs, and other relevant features.
- Improve perception models for feature detection and tracking. Use deep learning and computer vision techniques to detect key features such as road boundaries, obstacles, and dynamic objects to enhance mapping and localization accuracy.
- Develop test plans, perform validation, and run simulations and testing to ensure the accuracy, reliability, and safety of mapping and localization systems in both controlled and real-world environments.
- Stay up to date with the latest advancements in localization, mapping, and autonomous driving technologies. Lead efforts to continuously improve the performance and capabilities of our mapping and localization systems.
- Write professional design and technical documentation.
- Any other ad-hoc duties assigned.
Requirements:
[Must]
- 1-2 years of working experience in localization, mapping, or autonomous driving systems
- Expertise in key mapping and localization techniques including GNSS/IMU/INS, SLAM, and especially deep learning-based perception and sensor fusion.
- Strong analytical and problem-solving skills, strong programming skills in Linux C/C++, excellent communication skills, ability to work collaboratively with the team, etc
- Open for business trips to China (once / month)
[Advantage]
- Proficiency in Mandarin to communicate with HQ in China
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EA License no.: 07C5771
EA Personnel Reg. No.: R2094050
EA Personnel Name: Ayumu Matsuki
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