AI and jobs: the surveys, charted and sourced
Each survey below is charted by AIimpacted from its publisher's own figures, with a link to every release we used and one line on what it does and does not show.
Glassdoor Employee Confidence Index
Free to reuse under CC BY 4.0 with the credit: Source: Glassdoor Employee Confidence Index, charted by aiimpacted.org, aiimpacted.org
How it is measured: Share of US full- and part-time employees rating their employer's six-month business outlook positive; tens of thousands of ratings a month, reweighted by industry. Monthly.
Note: Published by Glassdoor from its own platform's reviews; the underlying ratings are not independently audited.
Our reading: Sentiment, not job losses: it shows where workers expect trouble, often before employers announce anything. September 2026 was the lowest reading in the series, and mentions of AI in Glassdoor reviews were up 164% on a year earlier.
References (2)
- Published 28 Sep 2026 - Glassdoor Economic Research: September 2026 report
- Published 28 Sep 2026 - Glassdoor Economic Research: monthly data file, September 2025 to September 2026
Gallup: workers who fear technology will make their job obsolete
Free to reuse under CC BY 4.0 with the credit: Source: Gallup, 'More U.S. Workers Fear Losing Their Jobs to Technology', charted by aiimpacted.org, aiimpacted.org
How it is measured: Telephone survey of US adults employed full or part time (507 in 2026, fielded 3-24 August 2026): are you worried your job will become obsolete because of technology? Asked annually since 2017.
Our reading: Worry is rising fastest among younger workers: 27% of all workers now fear their job will become obsolete, up from 20% a year earlier and 13% when first asked in 2017, and 34% of workers under 45. The question says technology, not AI, and a small sample means about 6 points of error either way.
References (2)
- Published 15 Sep 2026 - Gallup: August 2026 survey
- Published 14 Sep 2026 - Gallup: topline and question wording
Business Roundtable CEO Economic Outlook: hiring plans
Free to reuse under CC BY 4.0 with the credit: Source: Business Roundtable CEO Economic Outlook Survey, charted by aiimpacted.org, aiimpacted.org
How it is measured: Quarterly survey of Business Roundtable member CEOs (174 responded in Q3 2026) on their plans for US hiring, capital spending and sales over the next six months. The hiring subindex runs from -50 to 150; above 50 signals growth.
Note: Business Roundtable is the lobby group of the CEOs it surveys.
Our reading: The counter-signal: the largest US companies' CEOs planned more hiring through 2026, rising from 35 to 58, even as AI-attributed cut announcements climbed. Plans are not headcount, and an average can hide cuts in one function and hiring in another.
References (6)
- Published 11 Sep 2026 - Business Roundtable: Q3 2026
- Published 12 Jun 2026 - Business Roundtable: Q2 2026
- Published 6 Mar 2026 - Business Roundtable: Q1 2026
- Published 5 Dec 2025 - Business Roundtable: Q4 2025
- Published 12 Sep 2025 - Business Roundtable: Q3 2025
- Published 13 Jun 2025 - Business Roundtable: Q2 2025
Challenger job-cut reports: cuts attributed to AI
Free to reuse under CC BY 4.0 with the credit: Source: Challenger, Gray & Christmas monthly job-cut reports, charted by aiimpacted.org, aiimpacted.org
How it is measured: Monthly count of US job cuts announced by employers, grouped by the reason given; this series is the 'Artificial Intelligence' reason line. Counts announcements, not completed layoffs.
Our reading: The broadest public count of layoffs where AI was named, and it is climbing: 116,175 in January-August 2026 against 54,836 in all of 2025. It is wider than AIimpacted's ledger, which only counts cuts where the employer says AI now does the work.
References (9)
- Published 2 Sep 2026 - Challenger, Gray & Christmas: August 2026
- Published 6 Aug 2026 - Challenger, Gray & Christmas: July 2026
- Published 1 Jul 2026 - Challenger, Gray & Christmas: June 2026
- Published 4 Jun 2026 - Challenger, Gray & Christmas: May 2026
- Published 7 May 2026 - Challenger, Gray & Christmas: April 2026
- Published 2 Apr 2026 - Challenger, Gray & Christmas: March 2026
- Published 5 Mar 2026 - Challenger, Gray & Christmas: February 2026
- Published 5 Feb 2026 - Challenger, Gray & Christmas: January 2026
- Published 8 Jan 2026 - Challenger, Gray & Christmas: full year 2025