Data Scientist
Core
Perform analytical tasks on large volumes of data to support data-driven business decisions and optimize digital investments for heavy machinery customers.
Role type
Data Scientist
Builds
Digital solutions and enhanced customer engagements for Caterpillar's global customer base and dealers.
Domain
Heavy machinery / Industrial IoT / Cloud Data
Deliverable
production ML models | dashboards & analysis
Required skills
Python (NumPy, SciPy, Pandas), Machine Learning (Clustering, Logistic Regression, Random Forests, SVM, Neural Networks), AWS services, Cloud ELT/ETL, Snowflake, SQL, Data modeling, Data governance, Data quality, Data architecture, Data visualization
Preferred skills
Semantic data capabilities, Natural Language Processing, text analysis, Data fabrics, Data mesh, Data lake house concepts
Technologies
Python, NumPy, SciPy, Pandas, AWS, Snowflake, SQL
Responsibilities
Direct data gathering, mining, and processing in large volumes; create appropriate data models; implement semantic data capabilities using NLP and machine learning; define requirements and scope of data analyses; present business insights using data visualization; evaluate and conduct research on data model optimization and algorithms.
Seniority
Individual Contributor