**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.

1. 根据客户需求，结合客户设备的使用环境和操作习惯，利用后台已有数据，找出数据特征。利用机器学习算法，进行数据分析、数据挖掘，实现零部件故障分析、预测和预测剩余使用寿命。
2. 负责基本数据清洗，机器学习建模，优化算法模型，提高分析精度和预测准确度，创建可视化报表。
3. 利用C++ 或 Python等编程语言，进行算法开发和算法封装，提供接口给系统平台调用。

1. Based on customer requirement and the customer's equipment usage environment and operating habits, identify data features with the back-office data. Utilize machine learning algorithms for d...