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 IC data scientist / technical analyst (predictive maintenance & fleet management)
Builds
Asset management solutions, equipment risk models, and digital product support for Caterpillar's yellow iron fleet.
Domain
Heavy machinery / Industrial IoT / Predictive Maintenance
Deliverable
production ML models
Required skills
Machine Learning, Statistical Modeling, Python, SQL, Generative AI, Data Visualization, Time-series Analysis, Root Cause Analysis
Preferred skills
Deep Learning, Prompt Engineering, Telematics Data Analysis, Requirements Analysis
Technologies
Python, SQL, Cloud Platforms, IoT & Telematics Data, Generative AI
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)