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Internship Training

Job in Inverness, Citrus County, Florida, 34453, USA
Listing for: Air Products
Apprenticeship/Internship position
Listed on 2026-07-18
Job specializations:
  • Software Development
    Machine Learning/ ML Engineer, Data Scientist, Python, AI Engineer (Applied/Software)
Job Description & How to Apply Below

Reimagine What's Possible

At Air Products, we reimagine what's possible. By tapping into the motivation of our people and our collective experience, we create the ideas and innovations that drive us forward. When we come together – where every voice is heard and everyone knows they belong and matter – we create solutions that launch people into space, support lifesaving care in hospitals, and enable the construction of groundbreaking, world scale production facilities.

Position

Summary

The CO-OP will be part of a technology team for Air Products new technology center in Dhahran Techno Valley (DTV) in Saudi Arabia. The candidate will work on Reliability Modeling techniques for applications in Oil & Gas Process Plants. Primary focus will be on learning reliability theory, data collection and preparation, writing Python code and modules, and preparing best practices in applying the models and algorithms for industrial applications.

Principal

Duties and Responsibilities
  • Understand and validate the underlying methods in Reliability Modeling (Cox proportional hazard) algorithms and assess for use in the application.
  • Troubleshoot problems in installation of firmware and setting up of a data pipeline.
  • Collect data from plant operations and interpret and prepare them for evaluation by the model.
  • Write basic Python code for automating the modeling task using specific python libraries for reliability models.
  • Apply algorithms to field data, arrive at performance metrics and methods to improve performance.
  • Document and present test cases and best practices.
Skills Needed
  • Familiarity with probability theory, reliability models, or Cox proportional hazard model.
  • Hands-on experience in coding in Python programming language is required, or alternatively, coding experience with C, C++, VBA or R.
  • Previous experience in any of data processing, statistical modeling, data science/ machine learning, reliability modeling and failure analysis.

Founded in 1940, Air Products is a world-leading industrial gases company and has a proud history of innovation, operational excellence, with an unwavering commitment to safety and environmental stewardship. Working together, we are taking our passion and diverse backgrounds forward to reimagine what's possible and generate a cleaner future for our customers, our communities, and the world.

Position Requirements
Less than 1 Year work experience
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