Caterpillar Inc. is looking to develop and scale its Manufacturing & Supply Digital Platform, a next-generation software framework that transforms how manufacturing and supply operations connect, collaborate, and optimize. This platform integrates data, processes, and resources across the entire manufacturing lifecycle, powered by NVIDIA technologies, AI, and immersive digital twins to shape the future of manufacturing.
Requirements
- Extensive knowledge of the statistical tools, processes, and practices to describe business results in measurable scales; ability to use statistical tools and processes to assist in making business decisions.
- Extensive knowledge of principles, technologies and algorithms of machine learning; ability to develop, implement and deliver related systems, products and services.
- Working knowledge of basic concepts and capabilities applying Python (NumPy, SciPy, Pandas, etc) programming; ability to use tools, techniques and platforms in order to write and modify programming languages.
- Extensive knowledge of data management systems; ability to use, support and access facilities for searching, extracting and formatting data for further use.
- Working knowledge of tools, methods, and techniques of requirement analysis; ability to elicit, analyze and record required business functionality and non-functionality requirements to ensure the success of a system or software development project.
- Strong background in machine learning, with hands‑on depth in PyTorch plus solid grasp of classical methods (tree‑based models, clustering, time‑series, anomaly detection) to choose the right approach for the problem.
- Expert in Python (pandas, NumPy, SciPy, scikit‑learn, PyTorch ecosystem); writes clean, testable code and optimizes when performance matters. Familiarity with NVIDIA’s AI stack— RAPIDS, Triton Inference Server, TensorRT, cuOpt (or similar)
Responsibilities
- Directing the data gathering, data mining, and data processing processes in huge volume; creating appropriate data models.
- Exploring, promoting, and implementing semantic data capabilities through Natural Language Processing, text analysis and machine learning techniques.
- Defining requirements and scope of data analyses; presenting and reporting possible business insights to management using data visualization technologies.
- Conducting research on data model optimization and algorithms to improve effectiveness and accuracy on data analyses.
- Collaborate with digital product owners and engineering teams to ensure seamless integration of analytics into digital platforms.
- Provide guidance and support for product integration and infrastructure issues related to analytics.
Other
- This position will have the option to be based out of our Chicago, IL; Peoria, IL or Irving, TX offices.
- Visa Sponsorship is not available for this position.
- Any offer of employment is conditioned upon the successful completion of a drug screen.
- Caterpillar is an Equal Opportunity Employer, Including Veterans and Individuals with Disabilities.
- Qualified applicants of any age are encouraged to apply.
