Big Data Analytics Engineer
Big Data Analytics Engineer
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Job Description
Career Area:
EngineeringJob Description:
Your Work Shapes the World at Caterpillar Inc.
When you join Caterpillar yourejoining 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 dontjust 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.
Based on customer requirement and the customers equipment usage environment and operating habits identify data features with the back-office data. Utilize machine learning algorithms for data analysis and data mining to achieve component failure analysis prediction and prediction of remaining service life.
2.
Responsible for basic data cleaning machine learning algorithm modeling and optimization improving analysis accuracy and prediction accuracy and creating visual reports.
3. C Python
Use programming languages such as Cor Python to develop and encapsulate algorithms and provide interfaces for the system platform to call
4. Camera
Explore potential projects such as developing algorithms based on Camera hardware using image recognition or other technologies to calculate the machine loading cycle time full bucket rate etc. and monitor equipment productivity; Develop enterprise intelligent assistants via big language models.
1
Bachelors 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.
2 PythonC/CMATLAB/Simulink
Be proficient in at least one programming language such as Python or C/Cexperience in MATLAB/Simulink
3 /
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.
4
Experience in machine learning modeling algorithm optimization is preferred.
1. AIGC
The Electronical Electronics Components and Software Team is responsible for using advanced technologies and methods to provide data value-added services to customers which will meet customer needs such as big data machine learning and AIGC.
It can help Caterpillar promotion in the China market achieving continuous business sales growth.
2.
Caterpillar has various opportunities for communication and rotation among global international teams as well as abundant training resources both domestically and internationally online and offline. You will be exposed to various knowledge such as mechanical design FEA simulation automatic autonomy new energy etc. get the opportunity to communicate and learn from various experts and expand your career direction.
(EEO)
Posting Dates:
September 2 2025 - September 29 2025Caterpillar is an Equal Opportunity Employer. Qualified applicants of any age are encouraged to apply
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Employment Type
Full-Time
