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Driving道路元素感知算法工程师_XC

Bosch

Driving道路元素感知算法工程师_XC

Bosch

Shanghai

·

On-site

·

Full-time

·

2w ago

Required Skills

Python

  • 参与驾驶辅助系统中 lane-boundary, road-edge, marker, centerline 模块的设计、实现与优化,提升全场景下道路元素的感知稳定性,助力提升mapless功能的稳定性。

  • 面向量产问题,以实际问题为导向开发模型,优化典型分类场景:大曲率弯、雨天、黑夜等。

  • 参与优化模型设计,包括时序、模型合并等,提升模型稳定性、感知精度、元素之间的自洽性等。

  • 追踪前沿的感知算法,记录研究进展和结果,赋能实际量产问题。

  • 计算机科学、电子工程、自动化、人工智能或相关专业的本科或研究生在读学生。

  • 熟悉机器学习、计算机视觉、BEV感知、端到端无人驾驶。

  • 具备编程能力,熟练使用Python、C++或其他相关编程语言。

  • 乐于合作、愿意沟通,能够独立思考和解决问题。

  • 有相关项目经验或实习经历者优先考虑。

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