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JobsBosch

自动驾驶端到端研究员(RAI)_CR

Bosch

自动驾驶端到端研究员(RAI)_CR

Bosch

Shanghai

·

On-site

·

Full-time

·

2w ago

Required Skills

Python

PyTorch

职位独特卖点(USP):

  1. 我们是博世人工智能研究中心,立足本土,为博世全球提供顶尖的人工智能解决方案

  2. 本职位与国内顶尖大学的人工智能科研团队紧密合作

  3. 团队成员80%以上有博士学位,来自世界顶尖学府,海外经历丰富,团队氛围融洽

职位内容:

  1. 负责下一代自动驾驶端到端学习架构设计,探索基于大规模数据驱动的统一建模方法,实现从环境理解到行为生成的直接映射,突破复杂交通环境下决策鲁棒性与泛化能力瓶颈,构建具备人类驾驶水平的自动驾驶模型能力。

  2. 围绕数据生成、模型训练与系统验证开展技术创新,构建从仿真到真实道路的闭环学习体系,通过大规模训练、快速迭代与系统优化,不断提升自动驾驶系统性能上限与场景覆盖能力,推动端到端自动驾驶技术的规模化落地。

我们希望你:

  1. 计算机、人工智能、自动化、机器人等相关专业博士

  2. 精通Python及Py Torch深度学习框架,具备扎实的算法基础和优秀的工程实现能力

  3. 深入掌握模仿学习或强化学习,熟悉Diffusion/自回归等生成模型,有端到端自动驾驶模型研发经验

  4. 流利的英语听说读写能力,有海外经历者优先

  5. 在CVPR/NeurIPS/ICLR/ICML/等会议发表过相关论文者优先

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