Data Scientist / Technical Analyst
Core
Build AI and analytics solutions to help customers manage fleets, predict equipment failures, and optimize operations using machine learning, Generative AI, and IoT data.
Role type
Junior data scientist / technical analyst (IC)
Builds
Asset management solutions, equipment risk models, and digital product support for Caterpillar's fleet and equipment.
Domain
Industrial equipment / IoT / Predictive maintenance
Deliverable
production ML models
Required skills
Machine Learning, Statistical Modeling, Python, SQL, Generative AI, Data Visualization, IoT/Telematics Data Analysis
Preferred skills
Deep Learning, Prompt Engineering, Root Cause Analysis, Requirements Analysis
Technologies
Python, SQL, Cloud Platforms, Generative AI, IoT & Telematics Data
Responsibilities
Develop models to identify health anomalies and predict equipment failure modes; Utilize Generative AI to develop and implement solutions including model training and agent creation; Conduct reliability monitoring, incident response, and operational readiness reviews; Provide digital technical support for essential Caterpillar applications.
Seniority
Junior, entry-level (0-2 years experience)
