Bosch

AI安全专家_XC

Bosch  •  Suzhou, CN (Onsite)  •  1 month ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

公司描述

职位描述

我们正在寻找一位AI安全专家,负责在ADAS/AD系统的软件和AI算法层面推动安全开发,确保安全概念有效地集成到AI开发生命周期中。

  1. 主导AI安全战略: 领导针对AI驱动功能的功能安全 (ISO 26262) 和 SOTIF (ISO 21448) 需求分析,管理ADAS项目中AI模型的安全需求讨论,并定义AI安全策略。
  2. AI安全概念与需求分解: 针对神经网络和AI算法推导功能安全/SOTIF概念。在软件和算法层面定义SOTIF策略以处理已知未知场景,并向AI开发团队交付全面的安全需求。
  3. AI安全分析与验证: 针对AI系统主导并执行安全分析,包括软件相关失效分析 (SW DFA)、AI特定危害分析及SOTIF触发条件分析。识别模型在边缘情况下的弱点及潜在的不安全行为。
  4. 安全工程支持: 支持安全相关的AI架构设计,并在整个开发生命周期中协助分析与AI相关的安全问题(如数据分布偏移、长尾场景、OOD检测)。
  5. 安全文档撰写: 准备并审核AI模型设计、训练、测试和验证的安全文档。确保所有安全关键的AI交付物符合严格的标准。
  6. AI安全PoC与创新: 负责安全特性概念验证的开发,重点关注:
    • 针对安全覆盖度的关键数据属性/维度分析。
    • 识别并缓解模型弱点(例如:不确定性估计)。
    • 定义AI专属安全KPI并开发安全分析工具。
    • 开发独立安全模型(例如:独立监控器、冗余系统)。
  7. 持续学习: 持续提升在AI安全工程和新兴技术(例如:大模型、端到端安全)方面的知识,确保团队紧跟最新行业标准及最佳实践。

职位要求

  • 经验: 4年以上ADAS功能开发经验,或 2年以上在ADAS领域涉及AI应用和主流模型架构(如BEV, Transformer, CNN)的实际操作经验。
  • 技术技能: 精通软件实现,包括PoC编码以及在开发平台上集成新的AI安全方法。
  • AI知识: 具备AI模型开发(训练、部署、优化)的经验者优先。需具备理解神经网络内部逻辑的能力。
  • 标准掌握: 深入理解 ISO 26262(功能安全)和 ISO 21448(SOTIF)标准,特别是这些标准在AI和软件密集型系统中的应用。
  • 安全专长: 在ADAS系统开发背景下,对功能安全 和 SOTIF 有深刻理解,侧重于系统级和算法级的安全解决方案。
  • 语言能力: 优秀的英语能力,能够阅读并解读英文技术文档、规范及标准
Bosch

About Bosch

The Bosch Group is a leading global supplier of technology and services. It employs roughly 417,900 associates worldwide (as of December 31, 2024). According to preliminary figures, the company generated sales of 90.5 billion euros in 2024. Its operations are divided into four business sectors: Mobility, Industrial Technology, Consumer Goods, and Energy and Building Technology. With its business activities, the company aims to use technology to help shape universal trends such as automation, electrification, digitalization, connectivity, and an orientation to sustainability. In this context, Bosch’s broad diversification across regions and industries strengthens its innovativeness and robustness. Bosch uses its proven expertise in sensor technology, software, and services to offer customers cross-domain solutions from a single source. It also applies its expertise in connectivity and artificial intelligence in order to develop and manufacture user-friendly, sustainable products. With technology that is “Invented for life,” Bosch wants to help improve quality of life and conserve natural resources. The Bosch Group comprises Robert Bosch GmbH and its roughly 470 subsidiary and regional companies in over 60 countries. Including sales and service partners, Bosch’s global manufacturing, engineering, and sales network covers nearly every country in the world. Bosch’s innovative strength is key to the company’s further development. At 136 locations across the globe, Bosch employs some 86,900 associates in research and development, of which nearly 48,000 are software engineers.

Instagram: https://www.instagram.com/boschglobal/

Facebook: https://www.facebook.com/BoschGlobal

Glassdoor: https://bit.ly/3raTZnH

Imprint: www.bosch.com/corporate-information

Privacy statement: https://www.bosch.com/data-protection-notice-bosch-linkedin/

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Gerlingen-Schillerhöhe, DE
Year Founded
Unknown
Website
bosch.com
Social Media