Terms of Use
Last updated: 5 September 2026
1. What this site is
JobRiskAI.com provides informational and educational content about the measured overlap between occupations and current AI capabilities, based on publicly available research data. Use of the site means you accept these terms.
2. Not professional advice
Nothing on this site is career, employment, financial, or legal advice. Exposure scores describe research measurements, not predictions about your individual employment. Decisions about your career remain yours; consult qualified professionals where it matters.
3. No warranty
The site is provided "as is," without warranties of any kind. We work to keep the data accurate and current (see the methodology page for versions and limitations), but we do not guarantee completeness, accuracy, or fitness for any particular purpose, and we accept no liability for decisions made based on the site's content, to the maximum extent permitted by law.
4. Data licensing & attribution
Underlying datasets are used under their open licenses: Microsoft Research's "Working with AI" result files (CC BY 4.0) and the O*NET 30.0 Database by USDOL/ETA (CC BY 4.0). O*NET® is a trademark of USDOL/ETA. This site's own text, design, and presentation are © JobRiskAI.com. You may quote or reference pages with a link back; automated bulk scraping of the site is not permitted, but the original datasets are freely available from their publishers.
5. External links
Links to third-party sites (research papers, publishers) are provided for reference. We are not responsible for their content or practices.
6. Partner links
Occupation pages include clearly labeled partner (affiliate) links, presented alongside a free resource: Coursera and Udemy for courses, with edX offered beside Coursera as a comparison option, plus, on elevated and high exposure pages, one link to the CV writing service TopStack Resume, with MyPerfectResume beside it as a second option. The ranking of the most exposed occupations carries two more, to the freelance marketplace Fiverr and to the job board FlexJobs. The Coursera link runs through the network Admitad GmbH; the Udemy, edX, TopStack Resume, MyPerfectResume, Fiverr and FlexJobs links run through Takeads. If you follow one and later subscribe or purchase, this site may earn a commission at no extra cost to you. Partner relationships do not influence exposure scores, rankings, band assignments, or the action plans on any page: those come only from the published datasets and the editorial method documented on the methodology page. Free options are listed first wherever a partner link appears.
7. Changes
These terms may be updated as the site evolves; the date above reflects the current version. Continued use after changes constitutes acceptance.
8. Operator & contact
This site is operated by the person identified in the Imprint, which carries the operator's name, correspondence address, VAT number and contact details and is the single authoritative record of them for jobriskai.com. Contact: hello@plainforge.com