Pedagogue Systems

← News

Workers believe AI is cutting entry-level jobs. Fewer see it in their own field.

The labor market kept cooling, and economists pointed to costs and uncertainty, not automation alone. Second-quarter earnings and new funding rounds filled in the rest.

By Pedagogue Systems · July 26, 2026

Hiring cooled again, and the causes were mixed.

The ADP weekly pulse showed private employers adding about 16,500 jobs a week over the four weeks ending July 4. ADP called it a fourth straight slowing reading, down from about 19,250 the prior period. The figure is preliminary. The ASA Work and Earnings Bulletin read the slowdown as partly a high-cost environment, citing conflict involving Iran, elevated inflation, and interest rates. ASA chief economist Noah Yosif added that employers are also hesitant to hire because of what they cannot price: the effects of AI, population decline, and shifting geopolitics. In a low-hire, low-fire market, most employed workers can count on keeping their jobs. The smaller group who lose work find it harder to return, and the average duration of unemployment is rising.

Pedagogue Systems' view. A low-hire, low-fire market protects those already in jobs and weighs on those who lose them. The causes are mixed, so single-cause explanations deserve caution.

Workers believe AI is cutting entry-level jobs. The evidence is more mixed.

Indeed Flex surveyed about 2,000 US and UK workers in June. Sixty-two percent said they believe companies are cutting entry-level hiring because AI is replacing routine tasks. Only 31 percent said AI has actually reduced entry-level opportunities in their own field. Indeed Flex framed the gap as perception possibly outpacing reality. The count data points the same direction on postings without settling the cause. Indeed Hiring Lab, in a separate July analysis, reported entry-level job postings down about 6.3 percent since January 2025 and 7.5 percent year over year as of May 2026. Economists writing on the New York Fed's Liberty Street Economics blog argued in June that remote work, not AI, may be more closely tied to the labor-market troubles of recent college graduates, and noted the views were their own. A separate Adecco-commissioned whitepaper, developed with Altermind, made a related argument, that AI is reshaping the mix of tasks faster than it is eliminating jobs.

Pedagogue Systems' view. What workers believe about AI is running ahead of what they report in their own fields. Entry-level postings are sliding, but the indicators measure different things, and none of them pins the cause on AI alone.

Second-quarter earnings opened, and the AI language stayed measured.

Robert Half reported service revenue of $1.336 billion, down about 2 percent as reported from $1.37 billion a year earlier. Net income was $26 million, or $0.26 a share. The company said its results came in above the midpoint of its guidance. Its technology contract practice grew 2.3 percent on an adjusted basis. Chief executive Keith Waddell said the new AI impacts are turning out to be "more benign than some have feared." He described AI as complementing rather than replacing the professionals the firm places. Randstad reported organic revenue up 1.9 percent to 5.9 billion euros, with underlying EBITA of 182 million euros, up 8 percent organically, at a 3.1 percent margin. Net income was 84 million euros, and its US Operational business grew 13 percent. Randstad also highlighted AI and automation in its results commentary.

Pedagogue Systems' view. Robert Half's language on AI was measured, while Randstad leaned harder on transformation. Either way, the efficiency and AI claims rest on each company's own framing and baseline, which is where the reading has to start.

AI-native recruiting and credentialing drew fresh capital.

Refer is a reverse recruiter for tech workers. It raised a previously unannounced $7.5 million seed round led by Canary, bringing total funding to $10 million. The service is free for employers, while workers pay 20 percent of their first month's salary when they are hired. Refer reports nearly 6,000 interviews at more than 2,000 companies, with an agent it calls Lia and a founder, Andre Hamra. Separately, Assured is an AI-native provider-credentialing and enrollment platform. It raised a $19 million Series A led by Insight Partners, with First Round Capital and Kindred Ventures participating, for $25 million total. The company reports that more than 100 healthcare organizations use it. It says credentialing runs about 30 percent faster, though it did not disclose a baseline. Knox Lane completed its take-private of Cross Country Healthcare on July 21, a deal we tracked as it advanced. Joel Tremblay was named chief executive, and the locum tenens division went to All Star Healthcare Solutions.

Pedagogue Systems' view. Capital is backing AI that sits close to the hire and to the credential. The candidate-pays model raises a fee-and-fairness question worth watching.

Interest in skilled trades is rising among the workers TrueBlue asked.

In a TrueBlue survey of more than 1,200 of its temporary workers, 48 percent of those answering its skilled-trades questions reported greater interest in such careers than in prior years, with 32 percent much more interested. The top draws were paid training and apprenticeships, at 31 percent, and higher pay, at 30 percent. The sample is TrueBlue's own workforce. In the first full week after the July 4 holiday, the SIA and Bullhorn Staffing Indicator put US staffing hours up 8 percent year over year for the week ending July 11, and up 5.3 percent from the prior week. Industrial occupation hours led at up 14 percent, commercial rose 10 percent, professional and IT each rose 5 percent, and office and clerical fell 6 percent. The reading is preliminary and reflects a series re-benchmarked in early July.

Pedagogue Systems' view. Among the workers TrueBlue asked, interest is tilting toward trades and training. That is a supply signal worth tracking, though one company's survey is a narrow base.

What we are watching.

Whether the ADP slowdown and the rising duration of unemployment persist into the August Employment Situation report, due early August. Whether the gap between what workers believe about AI and what they report narrows. Whether entry-level postings keep sliding. Regulation (EU) 2026/1744 amending the AI Act enters into force July 27, which we covered when the dates were set. Its high-risk employment obligations under Annex III are deferred to December 2, 2027. The Article 50 transparency obligations still apply from August 2, 2026. Staffing second-quarter earnings continue. Kforce reports July 27. TrueBlue, Kelly, AMN Healthcare, and Adecco follow in early August.

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. Every edge is a decision. It helps staffing operators keep operational records attributable and auditable before they automate decisions.

Sources.

This Signal 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 Signal.

← Back to News