**Career Area:**

Students and Graduates

**Job Description:**

**Your Work Shapes the World at Caterpillar Inc.**

When you join Caterpillar, you're joining a global team who cares not just about the work we do – but also about each other. We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities. We don't just talk about progress and innovation here – we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it.

**项目背景**

本岗位隶属于前沿研发项目，方向包括：基于 AI 的健康监测、面向有限元（FEA）仿真流程的 AI Agent 搭建，以及基于数据运算的宽体卡车综合工况开发。项目融合信号处理、数据分析、人工智能与工程仿真技术。

**工作内容**

• 协助开展基于 AI 的刀具状态监测，包括信号预处理、特征提取与模型验证

• 参与仿真 AI Agent（含 LLM-based Agent）的设计与开发，支持有限元仿真流程

• 开展数据降维分析、材料损伤复现及综合工况筛选与开发

**任职要求（满足大部分即可）**

• 机械工程、车辆工程、数据科学、人工智能或相关专业，硕士研究生优先

• 具备信号处理与数据分析能力

• 熟练使用 Python...