Verified Stats Library
A primary-source dataset of 70 verified statistics on AI in resume writing and hiring across 16 verticals (2000–2025). Each entry links back to the original paper or first-party survey.
Dataset metadata
Download
The full dataset is served as a single JSON document with long cache headers. Each stat object includes id, vertical, n, year, claim, shortClaim, sourceName, sourceUrl, and tags.
Verticals (16)
Citation format
When citing the dataset itself, please use:
JobCannon (2026-05-06). AI in Resume Writing and Hiring — Verified Stats Pack 2023–2025. Retrieved from https://jobcannon.io/research/dataset.
When citing a single statistic, please cite the original primary source linked in the sourceUrl field, not JobCannon. The dataset is a compilation; the underlying claims belong to their respective publishers (NBER, Science, ResumeBuilder, Resume.io, and others).
License & terms
All rights reserved. The compilation, curation, schema, and editorial framing of this dataset are © JobCannon. The underlying statistics are reproduced under a primary-source-only policy: each claim is paraphrased from the original publication and must always be cited via the sourceUrl.
You may reference individual statistics in your own work provided you cite the original primary source (NBER, Science, etc.), not JobCannon. For reuse of the full compilation or schema, please contact us first.
This dataset is provided as-is for research and editorial purposes. We make no warranty as to fitness for any commercial or clinical purpose.
For details on how JobCannon builds and validates assessments, see our methodology page.