remote
Data Scientist - Caterpillar, Inc.
Data Scientist
Data Scientist role focused on building predictive models, analyzing large datasets, and delivering data‑driven insights using Python, machine learning, SQL, and cloud services.
About the role
Key Responsibilities
- Design, develop, and deploy machine‑learning models to solve business problems and improve operational efficiency.
- Extract, clean, and transform large, complex datasets from relational databases and cloud storage.
- Create interactive visualizations and dashboards to communicate insights to stakeholders.
- Collaborate with engineering and product teams to integrate analytical solutions into production systems.
- Perform statistical analysis and hypothesis testing to validate model performance and drive data‑based decisions.
Requirements
- Proficiency in Python and its data‑science libraries (pandas, scikit‑learn, TensorFlow/PyTorch).
- Strong SQL skills for data extraction and manipulation.
- Experience with cloud platforms, preferably AWS (S3, EC2, SageMaker).
- Solid understanding of statistical modeling, experimental design, and machine‑learning algorithms.
- Ability to translate complex analytical results into clear, actionable business recommendations.
Skills
pythonmachine learningsqlaws