| Years | Required/Preferred | Experience |
| 4 | Required | Experience analyzing, cleaning, and preparing data for reporting or decision support |
| 4 | Required | Experience analyzing, cleaning, and preparing data for reporting or decision support |
| 4 | Required | Experience performing data validation & quality checks to ensure accuracy and completeness of analytical outputs |
| 4 | Required | Experience developing reports or dashboards using Power BI |
| 4 | Required | Experience with Power Query (M), DAX, and Python and/or SAS, or a demonstrated ability to learn quickly |
| 4 | Required | Ability to identify data inconsistencies and escalate quality concerns |
| 4 | Required | Familiarity with visual communication design principles and basic data visualization best practices |
| 4 | Required | Ability to work within established standards, guidelines, and data governance frameworks |
| 4 | Required | Strong attention to detail with a demonstrated commitment to data accuracy and quality |
| 4 | Required | Ability to work independently with limited supervision |
| 4 | Required | Effectively communicates metrics and limitations to nontechnical stakeholders |
| 4 | Preferred | Experience working with large or complex datasets from multiple sources (e.g., SharePoint, relational databases, fl |
| 4 | Preferred | Familiarity with version control or change tracking practices for reports, datasets, or code (e.g., SharePoint versioni |
| 4 | Preferred | Experience documenting data definitions, business rules, or report logic to support transparency and repeatability |
| 4 | Preferred | Experience reviewing or enhancing existing dashboards for usability, performance, or accessibility |
| 4 | Preferred | Demonstrated capacity for self reflection, intellectual curiosity, and a commitment to continuous improvement |
| 4 | Preferred | Experience using Smartsheet as a data source and integrating it with other datasets for reporting or analysis |
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