| Aspect | Non Exempt Databricks Data Engineer | Non Exempt Data Analyst |
|---|
| Certifications | Databricks certifications, SQL, cloud platform skills | Excel, SQL, data visualization tools |
| Work Environment | Cloud-based data platforms, big data environments | Business intelligence tools, spreadsheets, reports |
| Employer & Industry | Tech, finance, healthcare using big data solutions | Marketing, retail, finance analyzing data trends |
Non Exempt Databricks Data Engineers focus on building and maintaining data pipelines using Databricks and cloud platforms, often working with big data. Non Exempt Data Analysts interpret data to generate reports and insights. While both roles require SQL skills, Data Engineers need cloud and big data expertise, whereas Data Analysts focus on data visualization and reporting.