红绿灯视觉感知算法工程师_BCSC

BoschGroup

Shanghai, Shanghai, China permanent

Posted: February 28, 2026

Quick Summary

Red Green Light Visual Perception Algorithm Engineer at Bosch China Innovation and Software Development Campus, Shanghai, China. Responsible for designing, developing, and optimizing red and green light detection, classification, and tracking algorithms in complex city scenes. Requirements include expertise in computer vision, machine learning, and software development.

Required Skills

Job Description

Bosch China Innovation and Software Development Campus

博世创新与软件开发中心

    博世创新软件开发（无锡）有限公司针对交通出行的电动化、自动化、互联化、个性化，提供面向未来的创新技术和前沿解决方案，加速针对中国市场的技术战略的实现和发展。博世软件中心主要发展方向包括智能网联汽车、智能座舱、辅助驾驶、车路云协同、工业4.0、人工智能大数据、智能家居、嵌入式软件服务。博世中国创新与软件开发中心以软件为客户赋能，在汽车辅助驾驶、氢燃料电池、重卡电驱动桥、多合一的控制器等多个领域取得创新研发成果。

1. 负责自动驾驶车辆红绿灯/交通标识视觉感知算法的设计、开发与迭代优化，保障复杂城市场景下识别精度与实时性

2. 主导红绿灯检测、分类、状态识别、跟踪及预测全链路算法研发，解决遮挡、逆光、雨天、夜间等困难场景问题

3. 基于视觉多传感器数据，开展红绿灯感知融合算法设计与落地

4. 负责感知模型的训练、评估、量化压缩与优化，适配车载嵌入式平台算力与时延要求

5. 协同系统、定位、规划控制团队，完成算法联调、问题定位与实车路测问题闭环

6. 跟踪业界前沿技术，主导算法方案选型与技术落地，持续提升感知系统稳定性与鲁棒性

1. 本科及以上学历，计算机、电子工程、自动化、机器人等相关专业，3-5年自动驾驶视觉感知算法研发经验

2. 精通红绿灯/交通目标检测、分类、跟踪算法，有城市NOA红绿灯感知落地经验优先

3. 熟练掌握PyTorch等深度学习框架，具备独立模型训练、调优与问题分析能力

4. 扎实的计算机视觉基础，熟悉传统视觉算法与深度学习目标检测算法

5. 熟悉Python编程，具备良好的工程实现、代码优化与调试能力

6. 有车载嵌入式平台模型开发经验，有地平线平台开发经验者优先

7. 具备良好的问题解决能力、团队协作能力与技术闭环意识

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