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Bosch
Bosch

Robert Bosch GmbH, commonly known as Bosch, is a German multinational engineering and technology company headquartered in Gerlingen, Baden-Württemberg, Germany

VLA算法专家_XC at Bosch

RoleMachine Learning
LevelPrincipal
LocationShanghai
WorkOn-site
TypeFull-time
Posted1 day ago
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About the role

1.负责VLA模型方法研发和工程落地,包括但不限于视觉多模态理解、高级指令拆解及多模态policy预测;

2.负责设计高性能上限,具备量产能力的VLA模型算法,对包括但不限于diffusion、VLM等模型算法有实操经验;

3.开发高效离线训练框架,以及可实时运行的在线推理框架,优化模型推理性能,研发模型部署工具链和优化工具;

4.建立云端数据感知/决策联合标注Pipeline、数据挖掘机制以及难样本分析等工具链,通过数据闭环持续选代模型能力。

1.有自动驾驶或具身智能项目经验,熟悉感知/规划方法,有具身智能研发和部署经验者优先;

2.应用数学、模式识别、机器学习、电子信息、机器人等相关专业业的硕士/博士或者同等工作经验;

3.熟悉当前主流的深度学习算法,精通一个或多个领域算法研究,包括但不限于目标检测、图神经网络、NLP、大模型等领域;

4.深入了解数据结构、算法、并行编程、代码优化和大规模数据处理等相关知识;至少精通C/C++或Python编程,有ACM经验者优先;

5.有计算机视觉及模式识别领域顶会(CVPR/ICCV/ECCV/ICML/NeurIPS)或顶刊(TPAMI/IJCV/TIP)者优先;有顶级学术比赛成果或实际工程项目经验者优先。

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.

Required skills

Machine learning

Computer vision

Multimodal AI

Model optimization

Python

C++

Deployment tooling

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About Bosch

Bosch

Bosch

Public

Robert Bosch GmbH, commonly known as Bosch, is a German multinational engineering and technology company headquartered in Gerlingen, Baden-Württemberg, Germany. The company was founded by Robert Bosch in Stuttgart in 1886. Bosch is 94% owned by the Robert Bosch Stiftung, a charitable institution.

10,001+

Employees

Gerlingen

Headquarters

Reviews

10 reviews

3.7

10 reviews

Work-life balance

4.2

Compensation

2.8

Culture

4.1

Career

3.4

Management

3.2

68%

Recommend to a friend

Pros

Supportive management and teams

Good work-life balance and flexibility

Strong training and learning opportunities

Cons

Below industry standard compensation

Limited career advancement opportunities

Management direction and communication issues

Salary Ranges

522 data points

Senior/L5

Senior/L5 · Business Development Manager - Press

1 reports

$175,455

total per year

Base

$152,570

Stock

-

Bonus

-

$175,455

$175,455

Interview experience

4 interviews

Difficulty

3.0

/ 5

Duration

14-28 weeks

Interview process

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Hiring Manager Interview

5

Final Round Interview

6

Offer

Common questions

Technical Knowledge

Coding/Algorithm

Behavioral/STAR

Past Experience

Culture Fit