Copyright 2026 Amplify Tech Labs.

Amplify Tech Labs' contributions to this dataset are licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0), https://creativecommons.org/licenses/by/4.0/legalcode. Our contributions are the selection and arrangement of the data, our calculated values (rows marked amplify_calculation), labels, notes and documentation.

This license does not apply to, and Amplify Tech Labs claims no rights in, the underlying source data:
- Data from the U.S. Bureau of Labor Statistics is in the public domain in the United States.
- Data from Indeed Hiring Lab is licensed by Indeed Hiring Lab under CC BY 4.0. If you reuse it, credit Indeed Hiring Lab and follow that license.
- Any other source keeps the terms shown in its source_license column.

Attribution for our work: "Amplify Tech Labs, US Software Engineer Job Market, https://www.amplifytechlabs.com/software-engineer-job-market, licensed under CC BY 4.0." Please indicate if you changed the data.

The data is provided as is, without warranties of any kind. Reuse does not imply endorsement by Amplify Tech Labs or by any source agency or organization.
