Senior Data Scientist
Core
Design, develop, and deploy advanced analytics, machine learning, and AI-enabled solutions to solve complex business problems in Caterpillar's Remanufacturing Division.
Role type
Senior IC data scientist (remanufacturing & sustainability)
Builds
Production ML models, analytics products, and decision-support tools for the Reman Division
Domain
Industrial manufacturing / Remanufacturing / Sustainability
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python, machine learning, statistical modeling, optimization, forecasting, simulation, generative AI, natural language processing, Power BI, data engineering concepts, ELT/ETL patterns, data modeling, data quality practices
Preferred skills
Kedro, dbt, Docker, AWS, Snowflake, Azure DevOps, Git, model documentation, metadata management
Technologies
Python, Kedro, dbt, Docker, AWS, Snowflake, Azure DevOps, Git, Power BI
Responsibilities
Lead design and deployment of ML/AI solutions; build analytics products and decision-support tools; partner with stakeholders to frame problems and define success measures; research and implement emerging AI approaches; establish data science best practices and governance standards; mentor team members on analytics engineering and ML development
Seniority
Senior, hands-on IC with mentorship responsibilities