Manager Analytics – CM Analytics Transformation
Core
Lead the CM Analytics Transformation team to develop, deploy, and support next-generation analytics for the Cat Foresight CM application, transforming Condition Monitoring Advisor workflows into high-confidence asset insights and predictive maintenance recommendations.
Role type
Manager, Analytics Transformation (Data Science & AI)
Builds
Scalable failure modeling, evidence/context clustering, persona modeling, and closed-loop learning systems for asset-level predictive maintenance.
Domain
Industrial IoT / Condition Monitoring / Predictive Maintenance
Deliverable
production ML models
Required skills
Machine Learning (supervised/unsupervised, agentic approaches), Python ML stacks, modern AI frameworks, statistical analysis, root cause analysis, team leadership, hiring, performance management, technical coaching
Preferred skills
Familiarity with Caterpillar products/digital ecosystem, expertise in IoT/condition monitoring space
Technologies
Python, modern AI frameworks, IoT data stacks
Responsibilities
Build and execute the CM Analytics Transformation portfolio; drive innovation and manage program priorities; supervise and provide hands-on technical guidance to a team of 8-12 data scientists; foster a culture of customer focus and collaboration.
Seniority
Manager, 12+ years total experience (8+ in data science/AI, 4+ in leadership)
