Data Scientist I, Cat Digital
Core
Develop next-generation analytics for the largest fleet of connected assets in the industry using internal and external data to predict applications, downtime, and measure efficiency.
Role type
Data Scientist I (Equipment Usage Analytics)
Builds
Analytics solutions for Cat® equipment customers and dealers
Domain
Industrial equipment, IoT, predictive analytics
Deliverable
production ML models | dashboards & analysis
Required skills
Python (NumPy, SciPy, pandas), statistical analysis (regression, hypothesis testing, ANOVA), data modeling, data mining, data visualization, cloud technologies (AWS/Azure/GCP), version control (GitHub)
Preferred skills
NLP, text analysis, algorithm optimization
Responsibilities
Perform data gathering, mining, and processing; implement semantic data capabilities using NLP and ML; define analysis scope and present business insights; research data model optimization and algorithms
Seniority
Individual Contributor, Entry to Mid-level
