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Requirements and eligibility

What experience, degrees, and work eligibility do employers require?

Why it matters: Spot early the jobs you are not eligible for, and see how common each requirement is.

The interactive dashboards are on their way. They are being built in Tableau Public from the published reports, like the numbers below, and will appear here once the workbook is published.

147 open jobs
29 employers
10% junior, of jobs with a clear level
83% senior or above, of jobs with a clear level
27% mention generative AI

Based on data collected through Nov 4, 2026, 9:03 PM CST · reports built Nov 4, 2026, 9:03 PM CST.

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Jobs are those kept by the screening rules (target roles in DFW, Houston, or remote open to Texas). Levels and requirements come from AI-extracted details, so jobs not yet processed are counted separately. "About the data" explains the definitions and limits.