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红绿灯视觉感知算法工程师_XC

Bosch

红绿灯视觉感知算法工程师_XC

Bosch

Suzhou

·

On-site

·

Full-time

·

5d ago

  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

  7. 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

  8. 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

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

  10. 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

  11. 熟悉Python编程,具备良好的工程实现、代码优化与调试能力

  12. 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

  13. 具备良好的问题解决能力、团队协作能力与技术闭环意识

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.

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About Bosch

Bosch

Bosch

Public

Robert Bosch GmbH is a multinational engineering and technology company that develops automotive components, industrial technology, consumer goods, and energy solutions. The company operates across multiple sectors including mobility solutions, industrial technology, consumer goods, and building technologies.

10,001+

Employees

Gerlingen

Headquarters

Reviews

3.7

10 reviews

Work Life Balance

3.2

Compensation

3.8

Culture

4.1

Career

4.3

Management

2.9

72%

Recommend to a Friend

Pros

Great people and team environment

Career development and learning opportunities

Good compensation and benefits

Cons

Poor work-life balance expectations

Management issues and favoritism

Lack of clear policies

Salary Ranges

711 data points

Senior/L5

Senior/L5 · Business Development Manager - Press

1 reports

$175,455

total / year

Base

$152,570

Stock

-

Bonus

-

$175,455

$175,455

Interview Experience

7 interviews

Difficulty

2.4

/ 5

Duration

14-28 weeks

Offer Rate

71%

Experience

Positive 14%

Neutral 86%

Negative 0%

Interview Process

1

Application Review

2

Recruiter Screen

3

Technical Interview Round 1

4

Technical Interview Round 2

5

HR Round/Salary Negotiation

6

Offer Extended

Common Questions

Technical Knowledge

Coding/Algorithm

Behavioral/STAR

Past Experience

Project-based Assessment