Intelligent Driving AI Millimeter Wave Radar Perception Fusion Research Scientist_CR

Role Summary

Based on millimeter-wave radar-related perception and end-to-end autonomous driving algorithms, we develop multi-modal fusion algorithms based on lidar, millimeter-wave radar, and cameras, such as two-stage and single-stage models for driving decision-making.

Participate in the in-vehicle design and deployment of the multi-modal fusion sensing pipeline of advanced driving assistance systems to achieve collaborative interaction between upstream and downstream modules.

Work with Bosch China and global business units to conduct needs analysis, technology transfer, and evaluate the market potential of new concepts.

Track, identify and explore new trends and emerging technologies in China, analyze their impact on Bosch's R&D strategy, and discover key partners.

Requirements

• Excellent master's degree in computer science, electrical engineering, mechatronics, mechanical engineering or related field, PhD preferred.
• Possess solid knowledge of multi-modal fusion sensing and first-stage driving, especially deep learning millimeter-wave radar sensing algorithms and multi-modal fusion algorithm development
• Familiar with cutting-edge perception algorithms and end-to-end driving algorithms, such as sparse4D, sparsedrive, BEVfusion, FastBEV, streamPETR diffusiondrive, etc.
• Have experience in radar spectrum and point cloud processing as input to the perception module
• Applicants with experience in end-to-end advanced driver assistance system development will be given priority.
• Familiar with modern artificial intelligence frameworks: Pytorch, OpenMMLab, HR HAT.
• Experience in designing and deploying perception modules on the computing unit of in-vehicle advanced driver assistance systems.
• Familiar with Python or C++ programming languages.
• Familiar with Linux operating system.
• Have experience in advanced driving assistance system sensors such as cameras, radars, and laser radars.
• Applicants with international exchange or cooperation experience will be given priority.
• Love innovation, be good at solving problems, and have an entrepreneurial spirit.
• Strong sense of teamwork and ability to work independently and efficiently.
• Excellent communication skills, fluent in English

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About the Company

Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.