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ADAS感知算法专家_PS

Bosch

ADAS感知算法专家_PS

Bosch

Wuxi

·

On-site

·

Full-time

·

2w ago

Required Skills

Python

Linux

Project Management

  • Design and develop ADAS ground truth system perception algorithm, incl. multi-sensor fusion detection and segmentation algorithm, tracking algorithm, process cloud pipeline, etc.
  • Design and develop innovative multi-model fusion algorithms such as map fusion modules, multi-frame local map construction modules, and road network construction modules based on static environment and dynamic objects perception results and offline maps, etc.
  • Performance optimization for sensor fusion models in vehicle application.
  • Cooperate with Bosch business units in China and worldwide for requirement analysis, technology transfer, and evaluate market attractiveness of new technical solutions.

Qualifications Requirement

  • Master’s degree or above with major in Automotive/Automation/Computer Science/Artificial Intelligence/Electrical Engineering/Mechatronics or related.
  • More than 3 years working experience in automotive electronics, experienced in ADAS, perception fusion.
  • Strong knowledge in the perception domain, such as object detection, object tracking, semantic segmentation, and depth estimation based on camera/LiDAR.
  • Professional English: able to use English fluently and accurately (speaking, listening, reading and writing).

Job Relevant Knowledge and Experience

  • Familiarity with open-source vision libraries such as Open

CV and PCL:

  • Familiarity with AI-based perception backbone, frameworks, and model training
  • Familiarity with filtering and optimization algorithms
  • Experience in local map construction, lane detection, perception & map fusion, perception result fusion, and PnC is a strong plus
  • Experience in ADAS sensors, such as cameras, LiDARs, and radars; familiarity with SD/HD map data structure is a strong plus
  • Proficiency and practical experiences in ROS, Python, or C++, and developing in Linux

Bosch Powertrain Systems Co., Ltd. (RBCD), the joint venture of Robert Bosch GmbH and Weifu High Technology Group Co., Ltd., is a high tech enterprise specializing in the development, production and sales of common rail systems, exhaust gas after treatment systems, fuel cell stacks and key components. The company, based on its local R&D and project management competence, with innovative technologies, can support customers to continuously improve internal combustion engines efficiency, to reduce emission, and to accelerate the market launch of new energy products. The garget of the company is to provide the Chinese market and customers with diversified advanced powertrain products.

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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