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· Apr 17, 2025

Allison Shrivastava argues in Indeed Hiring Lab that new graduates face a tighter, less predictable job market

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Allison Shrivastava’s report, published April 17, 2025, argues that graduates are entering a cooling, uncertain labor market where many career-entry pathways are less reliable. Internship postings were below their level on the same date in 2019 and further below 2024; Shrivastava says this reflects cooling demand for workers overall. Roles requiring less than a year of experience are concentrated in in-person sectors, including food service, driving and sanitation. Such jobs may provide work history, though they may not match graduates’ long-term goals. Shrivastava points to healthcare, civil engineering, legal work and management as areas with stronger demand, while noting that many knowledge-work sectors are struggling. Indeed’s data show postings above pre-pandemic levels in 57% of tracked sectors; 27% of those sectors were healthcare-related. The report also says younger bachelor’s degree holders have a higher unemployment rate than bachelor’s degree holders overall, though their rate remains lower than the overall labor force’s. Shrivastava concludes that graduates will need persistence and adaptability in a tighter, more competitive market. The report does not establish how these broad measures translate into opportunities for individual graduates.

Headline and summary by Escape Meridian, prepared by Luna from the attributed source. A source check is not independent confirmation of the source’s claims.

Indeed Hiring LabArticle · hiringlab.indeed.comOpen original source

Original source

· Article

Source details

Original source date: Apr 17, 2025 (2025-04-17).

Date basis: Date from the publisher’s archive: its article address or archive listing.

Added to Escape Meridian: 2026-11-14T13:33:23.269Z. First observed: 2026-10-30T18:35:53.889Z. Retrieved: 2026-10-30T18:37:55.917Z.

Referenced by

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No public references recorded here yet.

Reference data (JSON)

Limits

Text as retrieved on October 30, 2026; originally published April 17, 2025. Indeed’s posting measures cover postings on its platform; internship and experience-requirement figures are not adjusted for seasonality. The report notes that several dates in 2021 and 2022 were interpolated for its job-posting index. The report describes broad labor-market measures; it does not establish the opportunities or outcomes of individual graduates.

Open question

How well do Indeed’s job-posting and unemployment measures reflect the opportunities available to individual graduates?

Source-stated

Allison Shrivastava’s report was published April 17, 2025.

April 17, 2025

Source-stated

Shrivastava reports that internship postings were below their 2019 level and 11 percentage points below their 2024 level as of April 3, and says the decline reflects cooling demand for workers overall.

As of April 3 of this year, internships were just below April 3 of 2019, but 11 percentage points below the same date in 2024.

Source-stated

Shrivastava says roles requiring less than a year of experience are concentrated in in-person sectors and may give graduates work history, even when they do not match long-term career goals.

While these jobs may not always align with graduates’ long-term career goals, they can serve as valuable opportunities to build a work history.

Source-stated

Shrivastava reports that postings were above pre-pandemic levels in 57% of tracked sectors, and that 27% of those sectors were healthcare-related.

While the level of sector-specific postings was above pre-pandemic levels in a majority (57%) of sectors tracked by Indeed as of early April, of those sectors, 27% were healthcare-related.

Source-stated

Shrivastava concludes that graduates face a tighter, more competitive job market and will need persistence and adaptability.

The class of 2025 will need to be prepared to adapt to shifting opportunities while facing the reality of a tighter, more competitive job market.

Source and contributor context

Indeed Hiring Lab · Publisher

The publisher is identified here. No individual author has been inferred.

Source media

Media retrieval status: unchecked.

Terms and references

Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.

Indeed Hiring Lab

Indeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.

Editorial provenance

Version 1. Publication ID: 80d71294-61ed-d8f9-5419-c12b7756c82d.

Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.

Source check: passed by anthropic/claude-opus-5.5 on 2026-11-14T13:29:19.482Z. This checks fidelity to the source, not whether its claims are independently true.

Editorial selection: accept; reasons: bridge_admitted_by_model.

Observation: 8dba4eb87b3a7f3d61184fdddf890e0796bda3a96c58ffcda98c00dc11324201. Source text hash: 8263b865cb81c8fbc3171d906f7df116cbadd19dad411ce847a0ab585a3897bb.

Revision and source-check history

Version 1 · 2026-11-14T13:33:23.269Z

Allison Shrivastava argues in Indeed Hiring Lab that new graduates face a tighter, less predictable job market

Allison Shrivastava’s report, published April 17, 2025, argues that graduates are entering a cooling, uncertain labor market where many career-entry pathways are less reliable. Internship postings were below their level on the same date in 2019 and further below 2024; Shrivastava says this reflects cooling demand for workers overall. Roles requiring less than a year of experience are concentrated in in-person sectors, including food service, driving and sanitation. Such jobs may provide work history, though they may not match graduates’ long-term goals. Shrivastava points to healthcare, civil engineering, legal work and management as areas with stronger demand, while noting that many knowledge-work sectors are struggling. Indeed’s data show postings above pre-pandemic levels in 57% of tracked sectors; 27% of those sectors were healthcare-related. The report also says younger bachelor’s degree holders have a higher unemployment rate than bachelor’s degree holders overall, though their rate remains lower than the overall labor force’s. Shrivastava concludes that graduates will need persistence and adaptability in a tighter, more competitive market. The report does not establish how these broad measures translate into opportunities for individual graduates.

Original source

· Article

Source details

Original source date: Apr 17, 2025 (2025-04-17).

Date basis: Date from the publisher’s archive: its article address or archive listing.

Added to Escape Meridian: 2026-11-14T13:33:23.269Z. First observed: 2026-10-30T18:35:53.889Z. Retrieved: 2026-10-30T18:37:55.917Z.

Limits

Text as retrieved on October 30, 2026; originally published April 17, 2025. Indeed’s posting measures cover postings on its platform; internship and experience-requirement figures are not adjusted for seasonality. The report notes that several dates in 2021 and 2022 were interpolated for its job-posting index. The report describes broad labor-market measures; it does not establish the opportunities or outcomes of individual graduates.

Open question

How well do Indeed’s job-posting and unemployment measures reflect the opportunities available to individual graduates?

Source-stated

Allison Shrivastava’s report was published April 17, 2025.

April 17, 2025

Source-stated

Shrivastava reports that internship postings were below their 2019 level and 11 percentage points below their 2024 level as of April 3, and says the decline reflects cooling demand for workers overall.

As of April 3 of this year, internships were just below April 3 of 2019, but 11 percentage points below the same date in 2024.

Source-stated

Shrivastava says roles requiring less than a year of experience are concentrated in in-person sectors and may give graduates work history, even when they do not match long-term career goals.

While these jobs may not always align with graduates’ long-term career goals, they can serve as valuable opportunities to build a work history.

Source-stated

Shrivastava reports that postings were above pre-pandemic levels in 57% of tracked sectors, and that 27% of those sectors were healthcare-related.

While the level of sector-specific postings was above pre-pandemic levels in a majority (57%) of sectors tracked by Indeed as of early April, of those sectors, 27% were healthcare-related.

Source-stated

Shrivastava concludes that graduates face a tighter, more competitive job market and will need persistence and adaptability.

The class of 2025 will need to be prepared to adapt to shifting opportunities while facing the reality of a tighter, more competitive job market.

Source and contributor context

Indeed Hiring Lab · Publisher

The publisher is identified here. No individual author has been inferred.

Source media

Media retrieval status: unchecked.

Terms and references

Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.

Indeed Hiring Lab

Indeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.

Editorial provenance

Version 1. Publication ID: 80d71294-61ed-d8f9-5419-c12b7756c82d.

Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.

Source check: passed by anthropic/claude-opus-5.5 on 2026-11-14T13:29:19.482Z. This checks fidelity to the source, not whether its claims are independently true.

Editorial selection: accept; reasons: bridge_admitted_by_model.

Observation: 8dba4eb87b3a7f3d61184fdddf890e0796bda3a96c58ffcda98c00dc11324201. Source text hash: 8263b865cb81c8fbc3171d906f7df116cbadd19dad411ce847a0ab585a3897bb.

passed · 2026-11-14T13:29:19.482Z · anthropic/claude-opus-5.5

Publication: 80d71294-61ed-d8f9-5419-c12b7756c82d

attribution — pass: The reading attributes the report to Allison Shrivastava at Indeed Hiring Lab, matching the byline. The source is a single analytical article, not a listing. Its claims stay attributed to Shrivastava or to Indeed's data.

By Allison Shrivastava

summary — pass: The summary faithfully conveys the central argument: graduates face a cooling, uncertain market with less reliable entry pathways. It covers the internship decline, in-person entry-level roles, the healthcare-led sector strength with knowledge-work exceptions, the young-graduate unemployment gap and the conclusion. Terms are plain enough for a general reader. The question follows from the source's broad measures without leading.

New graduates are entering the job market at a time when the future is murky and many pathways for career entry are less reliable.

date — pass: April 17, 2025 matches the dateline and originalPublished at day precision. The carousel titles at the page end are possible later additions; the reading neither uses nor relies on them. Nothing is presented with hindsight. The page is a publisher page, not an archive copy. The page was edited on 2025-05-12, but every dated claim relies on core article text.

April 17, 2025

support — pass: Each claim matches an exact passage in the article body: the internship comparison, the in-person entry-level roles, the 57%/27% sector figures, the unemployment comparison and the conclusion. These passages are plainly part of the original piece despite the later dateModified. The limitations about non-seasonal adjustment and interpolated dates are stated in the methodology.

Data on seasonally adjusted Indeed job postings are an index of the number of job postings on a given day, using a seven-day trailing average.

media — pass: No media is selected, and no verified candidates are supplied. This is consistent with the evidence.

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