Senior Data Scientist
Core
Building data-driven predictive analytics models and applications using AI/ML to provide actionable insights and mitigate enterprise risks for Caterpillar's Legal, Security, and Public Policy team.
Role type
Senior IC data scientist (predictive analytics & AI)
Builds
Predictive analytics models, AI/ML applications, and data pipelines for enterprise risk management
Domain
Industrial manufacturing (Heavy Equipment) + Legal/Security/Public Policy
Deliverable
production ML models
Required skills
Statistical methods, Machine Learning, Python, SQL, Data modeling, Data governance, Data visualization, Requirement analysis
Preferred skills
Mentoring, Query optimization, Cross-domain project leadership
Technologies
scikit-learn, PyTorch, TensorFlow, LangGraph, Power BI, Snowflake, AWS (S3, Lambda, EMR, Glue, Bedrock)
Responsibilities
Execute data gathering, mining, and processing of big data; Build and deploy statistical, ML, and AI models; Coach and mentor others in model creation and validation; Research and apply new methods to improve products; Optimize model performance and accuracy; Clearly explain conclusions to stakeholders using data visualization.
Seniority
Senior, hands-on IC with mentorship responsibilities