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泊车感知算法工程师_XC

Bosch

泊车感知算法工程师_XC

Bosch

Shanghai

·

On-site

·

Full-time

·

2w ago

Required Skills

PyTorch

  • 负责HPA/AVP等功能的环境感知模型的开发,针对停车位/车道线/地面标识/可行驶区域/目标等进行检测识别,包括但不局限于BEV,OCC/GOD等方案;

  • 基于云端平台开发auto labeling 模型,推动数据闭环,加速模型迭代;

  • 负责算法在泊车产品中的落地和性能优化,解决相关问题。

  • 对泊车场景中的感知问题有深入理解,具有泊车功能开发及量产经验者优先;

  • 有BEV/OCC/GOD落地方案优先,熟悉Camera/Lidar等传感器相关知识;

  • 熟悉深度学习框架(如 Py Torch),具有多任务学习框架设计与优化经验;

  • 工作经验:3年以上计算机视觉算法开发经验,具有自动驾驶领域多任务训练或泊车量产经验者优先。

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