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The US labor force shrank, and staffing hours grew on more workers.

Indeed's Hiring Lab counts 973,000 fewer people in the US labor force than twelve months ago, while Bullhorn's weekly indicator puts staffing hours 10 percent higher on almost no change in hours worked per person.

By Pedagogue Systems · September 14, 2026

The US labor force shrank over twelve months, and staffing hours grew on more workers rather than longer weeks.

Indeed's Hiring Lab published an analysis on September 10 finding the US civilian labor force has shrunk by 973,000 people since August 2025. Absent a shift in the fourth quarter, the authors write, 2026 would be the fifth calendar year since 1948 in which the labor force declined, and only the second outside a recession. They attribute the contraction to an aging workforce, slowing immigration, and limits to further gains in women's participation. The figures come from the BLS household survey, which the BLS revises and rebases with annual population controls. On September 7 we carried the BLS figure that the labor force grew 683,000 in August, a one-month change on the same series Hiring Lab measures over twelve months.

SIA and Bullhorn published their staffing indicator on September 8 for the week ended August 29. US staffing hours ran 10 percent above the comparable 2025 week, which SIA records as a year-to-date high, with industrial up 16 percent, commercial up 12 percent, IT up 6 percent, and office and clerical down 7 percent. Industrial moved up from the 15 percent we reported on September 7, and Bullhorn labels its four most recent weeks preliminary. Bullhorn also publishes hours per worker: 35.6 that week, against 35.5 a week earlier and 35.1 in the same week of 2025. The Conference Board's Lightcast Help Wanted OnLine index moved the other way. Its August reading of 110.7, against a July 2018 base of 100, is down 0.4 percent from a downwardly revised July and up 4.7 percent from a year ago.

Pedagogue Systems' view. The period attached to each figure decides what it means. Hiring Lab measures twelve months of labor supply. Bullhorn measures one week of hours worked, and its per-worker figure settles what makes up the 10 percent. Hours per worker rose about 1.4 percent year over year, so the increase came from more people on assignment rather than longer weeks. SIA reads it the same way, noting that BLS temporary help employment grew in every month from January to August. We covered how SIA and Bullhorn build the indicator on August 9.

A listed staffing firm rejected a takeover approach, and a shift-work platform took outside capital.

SThree announced on September 9 that it had received an unsolicited, preliminary and highly conditional approach from Circle8 Group Inc. about a possible all-cash offer, under Rule 2.4 of the UK Takeover Code. On September 11 the board said it had unanimously rejected the proposal as significantly undervaluing the company and its future prospects. Neither announcement carries a price. Under Rule 2.6(a), Circle8 must announce a firm intention to make an offer, or announce that it will not, by 5.00 pm on October 7. SThree's announcement notes that the Takeover Panel can consent to an extension. Circle8 is the renamed Atlantic International Corp., which announced on June 30 that it would trade on Nasdaq as CIRC.

Thoma Bravo announced a strategic growth investment in Tanda on September 8. Tanda operates internationally as Workforce.com and sells workforce management, payroll and HR software for shift-based workers. Neither firm named an amount, and Tanda says it is its first outside capital. Korn Ferry separately reported unaudited fee revenue of $756.5 million for the quarter ended July 31, up 7 percent year over year, with Workforce Solutions up 11.1 percent. That quarter ended before the AMS acquisition closed on September 1, so it carries none of that business.

Pedagogue Systems' view. The only valuation language on the record is the SThree board's own, and neither side has published a price. October 7 produces a firm intention or a withdrawal unless the Panel extends it, and neither outcome obliges anyone to name a number. Tanda sells scheduling, time and pay software to the shift-based employers that staffing firms also serve, so a growth investor backing it is backing the operating layer rather than placement volume.

ADP and Recruit credited AI for results, and neither disclosure isolates what AI contributed.

ADP announced an expanded AWS partnership on September 8, naming AWS as its strategic cloud provider for generative and agentic AI. In the release, ADP says a generative-AI-driven client onboarding process for Lyric HCM "reduced certain critical steps by greater than 50%". The release does not say how many steps, against what baseline, or whether the measure is time or count, and it attributes no revenue or margin to the change.

Recruit Holdings reported on August 7 that its US average revenue per job posting on Indeed rose 35 percent year over year in the quarter ended June 30. Total US job postings fell about 4 percent in the same quarter, and US HR Technology revenue rose 30.0 percent to $1.64 billion. Recruit defines that measure as US revenue divided by every US job posting on Indeed, paid and free. It is not the price of a sponsored ad, and the company names its Premium Sponsored Jobs package as the main driver. Asked on the same call to break the increase down for small and medium businesses, CEO Hisayuki Idekoba named three factors at roughly one third each. They were more paying clients, more sponsored jobs per client, and higher unit prices. He repeated the AI explanation at a Goldman Sachs conference on September 10.

Pedagogue Systems' view. These are two different disclosure problems. ADP published a percentage with no denominator. Recruit published a defined metric and a partial decomposition, and none of the three components it named is AI. AI may sit upstream of all three, which is the company's position, but the published decomposition does not measure that. Neither disclosure isolates how much of the result AI itself caused, and a conference restatement does not close that gap.

Minnesota's nursing-home wage floors took effect, and supplemental nursing agency staff are outside them.

Minnesota's minimum wages for nursing-home workers took effect on September 10, thirty days after CMS approved the state plan amendment on August 11. The floors are $19.00 an hour generally, $22.50 for certified nursing assistants, $23.50 for trained medication aides and $27.00 for licensed practical nurses. Minnesota Statutes section 181.211 defines who the floors cover. Its definition of a nursing home worker includes contractors. It excludes administrative staff, medical directors, nursing directors, physicians, and individuals employed by a supplemental nursing services agency. Section 144A.70 defines that category as a business providing or procuring temporary health-care staffing for nurses, nursing assistants, nurse aides and orderlies.

Pedagogue Systems' view. Two people can work the same shift on the same floor, one employed by the nursing home and one employed by a supplemental nursing services agency, and only the first is inside these wage floors. That follows from how the legislature drew the definition rather than from a gap in it, and it does not relieve the agency of obligations sitting in other law. The standard a worker falls under turns on who employs them, not on the work they perform.

What we are watching.

SThree publishes a third-quarter trading update on September 22, ahead of Circle8's October 7 deadline. Plaintiffs in Mobley v. Workday must file their class certification motion on September 14. The opposition is due November 10 and a hearing is set for March 9, 2027. That case has established no liability. DHS published a proposed rule on September 11 that would remove the discretionary grace period of up to 60 days after employment ends for H-1B and certain other nonimmigrant workers. Comments are due November 10, and the proposal carries no effective date. USCIS announced the same day that it has reached the 33,000-visa H-2B cap for the first half of fiscal 2027. September 4 was the final receipt date for new cap-subject H-2B petitions with start dates before April 1, 2027. The BLS publishes the September employment situation on October 2.

About Pedagogue Systems. Pedagogue Systems builds Cassion, a governed data foundation for staffing operations. It serves shift-based, credential-heavy operators in healthcare, industrial, and aviation staffing. It helps staffing operators keep operational records attributable and auditable before they automate decisions.

Sources.

This Brief was produced with AI assistance and adversarial review, then edited by a human before publishing. AI and people both make mistakes, so please verify anything critical independently. How we produce the Brief.

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