SR Data Scientist, Rental
Core
Drive a data-driven product development culture to optimize digital investments, increase Rental revenue, and expand the customer base through enhanced dealer operations and improved product utilization.
Role type
Senior IC data scientist (Rental & Utilization analytics)
Builds
BI/Analytics roadmap, data-driven insights for dealer operations, and product utilization strategies (via careerplan.io/jobs/R0000387100-1-sr-data-scientist-rental-at-cat)
Domain
Construction equipment industry / Rental operations / Digital analytics
Deliverable
production ML models | dashboards & analysis
Required skills
Machine learning (Clustering, Logistic Regression, Random Forests, SVM, Neural Networks), Python (NumPy, SciPy, pandas), SQL, Statistical methods (regression, hypothesis testing, ANOVA, SPC), BI tools (Power BI, Tableau), GA4, BigQuery
Preferred skills
AWS services, Cloud ELT/ETL, Snowflake, Data Lake solutions, Automation techniques
Technologies
Python, SQL, GA4, BigQuery, Power BI, Tableau, AWS, Snowflake
Responsibilities
Collaborate with senior leadership and product owners to develop and execute the R&U BI/Analytics roadmap; Conduct in-depth analysis of complex business data to support strategic initiatives; Gather and document business requirements for BI & Analytics, defining KPIs and metrics; Develop, implement, and deliver machine learning systems and products; Write and modify programming languages to solve business challenges; Use data management systems to search, extract, and format data for further use
Seniority
Senior, hands-on IC
