remote
Data Scientist - Caterpillar
Data Scientist
Data Scientist role focused on building predictive models, analyzing large datasets, and delivering data‑driven insights using Python, machine learning, statistical techniques, and cloud platforms.
About the role
Key Responsibilities
- Design, develop, and deploy machine‑learning models to solve business problems across the organization.
- Extract, clean, and transform large, heterogeneous data sets from relational databases and cloud storage.
- Collaborate with product, engineering, and domain experts to translate requirements into analytical solutions.
- Validate model performance, conduct statistical testing, and monitor models in production environments.
- Communicate findings and actionable insights through visualizations and clear documentation for both technical and non‑technical stakeholders.
Requirements
- Strong proficiency in Python and its data‑science ecosystem (pandas, scikit‑learn, TensorFlow/PyTorch).
- Hands‑on experience with statistical modeling, hypothesis testing, and experimental design.
- Solid SQL skills for data extraction and manipulation; familiarity with cloud platforms such as AWS (S3, SageMaker, EC2).
- Ability to work in cross‑functional teams, translate business needs into analytical approaches, and present results effectively.
- Bachelor’s or higher degree in Computer Science, Statistics, Engineering, or a related quantitative field.
Skills
pythonmachine learningsqlaws