Data Scientist (m/w/d)
Core
Develop and implement data-driven solutions for early fault detection, reducing unplanned equipment downtime, and improving troubleshooting and technical customer support for Caterpillar's energy generation systems.
Role type
Senior IC data scientist (predictive maintenance & condition monitoring)
Builds
Production ML models and data pipelines for condition monitoring and predictive maintenance
Domain
Industrial machinery / Energy generation / Predictive maintenance
Deliverable
production ML models
Required skills
Python, SQL, Machine Learning, Condition Monitoring, Predictive Maintenance, Data Pipeline Development, Project Management, Technical Leadership
Preferred skills
Snowflake, Student/Consultant Management
Technologies
Python, SQL, Snowflake
Responsibilities
Develop algorithms for condition monitoring and predictive maintenance; Analyze machine, sensor, and operational data to detect errors; Lead projects from conception to production deployment; Provide data and analysis methods to support troubleshooting and customer support; Further develop data pipelines and Snowflake resources; Provide technical leadership to students, consultants, and external partners.
Seniority
Senior, hands-on IC with project leadership