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Predictive Maintenance Software Engineer (MWM Digital)

Cat (CaterpillarCareers)

Skills

Required

  • Data Science
  • gas engine
  • failure analysis
  • Python
  • pandas
  • NumPy
  • SQL
  • machine learning
  • AI methods
  • series analysis
  • machine learning model development
  • data platforms and
  • cloud environments
  • Azure

Preferred

  • RUL
  • gas

About Cat (CaterpillarCareers)

  • Technology, Digital and Data 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.

Responsibilities

  • Develop predictive maintenance, anomaly detection, and Remaining Useful Life (RUL) algorithms for gas engines. • Analyze large-scale machine and time-series data to identify failure patterns and degradation mechanisms. • Design, develop, validate, and continuously improve machine learning models and analytics solutions. • Translate engine failure mechanisms into software requirements and analytics models. • Collaborate with service engineers, product experts across divisions as well as external software development partners.

Requirements

  • Degree in Data Science, Computer Science or a related field ideally with knowledge of gas engine and failure analysis. • Strong knowledge in Python (e.g., pandas, NumPy), SQL, machine learning and AI methods and expertise in time series analysis and machine learning model development • Experienced working with large-scale data platforms and cloud environments (e.g., Azure, AWS) • Ideally experienced in using CAT ACE / ACEint and CAT Foresight. • Excellent analytical and communication skills, with the ability to work effectively in cross-functional teams • High level of self-motivation, ownership, and ability to work independently

Posting Dates

November 9, 2026 - November 23, 2026 Caterpillar is an Equal Opportunity Employer. Qualified applicants of any age are encouraged to apply Not ready to apply? Join our Talent Community .

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