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Career Area:

Enterprise Cross Functional

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.

根据电子电气零部件或液压原件工作原理，结合客户设备的使用环境和操作习惯，利用后台已记录数据，找出数据特征。利用机器学习算法，进行数据分析，实现零部件故障分析、预测和预测剩余使用寿命，

Based on the working principles of electronic and electrical components or hydraulic components, combined with the customer's equipment usage environment and operating habits, identify data features with the back-office data. Utilize machine learning algorithms for data analysis to achieve component failure analysis, prediction, and prediction of remaining service life.

负责优化算法模型，提高分析精度和预测准确度。

Responsible for algorithm models optimization, improving analysis accuracy and prediction accuracy.

技能和经验要求：

全日制大学本科及以上，硕士更佳。计算机科学、统计学、人工智能、数据分析、物联网工程等理工科相关专业优先

Bachelor's degree or above, Master is better. Priority given to science and engineering related majors such as computer science, statistics, artificial intelligence, data analysis, IoT engineering, etc.

至少熟练掌握一种Python或C/C++等编程语言，会MATLAB/Simulink仿真更佳

Be proficient in at least one programming language such as Python or C/C++，experience in MATLAB/Simulink。

熟练掌握机器学习/深度学习基本算法，如神经网络算法，能根据相关业务逻辑建立机器学习模型

Proficient in machine learning and deep learning algorithms, such as CNN, and be able to do the machine learning mathematical modeling based on relevant business logic.

有机器学习建模、算法优化等相关项目经历优先

Experience in machine learning modeling, algorithm optimization is preferred.

期望实习时间每周三天以上，可以持续4个月以上。

3+ Days per week, last more than 4 months' internship period is preferred.

Posting Dates:

April 17, 2024 - May 14, 2024

Caterpillar is an Equal Opportunity Employer (EEO).

Not ready to apply? Join our Talent Community (http://flows.beamery.com/caterpillarinc/talcom) .

There’s more to work at Caterpillar than just the work itself. We hire smart, friendly people and it shows in our culture. We hold ourselves to high standards and make sure our values of integrity, excellence, teamwork, commitment and sustainability come to life in the way we work. We make sure our employees feel continuously challenged while also supported. We provide professional growth opportunities, including leadership programs. We celebrate the diversity of our team, while also working together as one Caterpillar.

Our culture, like everything at our company, is made possible by each employee’s contribution. Person by person, we create the environment we work in, and we are proud of the Caterpillar we’ve built.