· Jul 23, 2026
Indeed Hiring Lab reports a low-churn US labor market and uneven hiring demand
Markdown · JSON · Original source
published this snapshot on July 23, 2026, describing the US labor market in June as “stuck in still water.” It says hiring demand remained steady, with job postings on Indeed increasing marginally, while workers stayed in their jobs and quits and layoffs remained low. The snapshot reports that postings were near their pre-pandemic level overall, but varied sharply by field: engineering and healthcare postings remained higher, while marketing, data analysis, and software development postings were lower. It also says posted wage growth trailed inflation, which could squeeze households’ purchasing power. Indeed Hiring Lab argues that and job postings may be shifting from job destruction toward job creation. It points to AI-related roles and data-center construction jobs as possible sources of demand, including installation and maintenance work requiring specialized electrical knowledge. The snapshot does not establish how much of the reported labor-market movement is attributable to AI, or whether the apparent shift toward job creation will persist. Indeed Hiring Lab concludes that it is watching for either a broad improvement in labor demand or worsening layoffs to indicate which way the labor market will turn.
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.
Original source
· Article
Source details
Original source date: Jul 23, 2026 (2026-07-23).
Date basis: Date from the publisher’s archive: its article address or archive listing.
Added to Escape Meridian: 2026-11-06T07:38:23.760Z. First observed: 2026-10-30T20:40:39.052Z. Retrieved: 2026-10-30T21:40:08.923Z.
Referenced by
Recorded citations and public file attachments. A reference alone does not establish agreement or influence.
No public references recorded here yet.
Limits
Text as retrieved on October 30, 2026; originally published July 23, 2026. The snapshot describes Indeed job postings and advertised wages; its methodology defines postings using Indeed data, so these measures do not by themselves establish hiring or wage conditions across every employer. The source says AI-related roles may be playing a large part in a rebound in software development labor demand, but does not quantify that contribution in this snapshot.
Open question
Will AI-related hiring continue to contribute to labor demand, and how much of the reported change will it account for?
Source-stated
Indeed Hiring Lab describes June's US labor market as low-churn, with hiring, quits, and layoffs holding steady.
The US labor market remains stuck in still water — with hiring, quits, and layoffs all holding steady as workers cling to their current jobs in a low-churn environment.
Source-stated
Indeed Hiring Lab says overall hiring demand remained steady in June, with job postings increasing marginally on its platform.
Overall hiring demand remained steady in June, with job postings on Indeed increasing marginally over the month.
Source-stated
Indeed Hiring Lab reports substantial differences in posting levels across sectors.
Many engineering and healthcare fields continue to have postings 30% higher than the pre-pandemic baseline. Meanwhile, marketing, data analysis, and software development roles have fallen by roughly 30% or more since February 2020.
Source-stated
Indeed Hiring Lab says advertised wage growth has lagged price growth and could affect household purchasing power.
Diminishing real wage growth could squeeze households’ purchasing power ahead.
Source-stated
Indeed Hiring Lab says the relationship between AI exposure and job postings appears to be shifting toward job creation, while noting AI-related roles may contribute to a rebound in software development demand.
The relationship between AI exposure and job postings appears to be flipping, from job destruction to job creation. Our recent report highlights how AI-related roles may be playing a large part in the recent rebound in software development labor demand.
Source-stated
Indeed Hiring Lab identifies data-center construction roles as another possible source of hiring demand.
job postings for roles related to the data center build-out are surging as AI infrastructure needs increase demand for untraditional tech jobs, like installation and maintenance workers who can bring specialized electrical knowledge and breathe life into new data centers.
Source-stated
Indeed Hiring Lab says it is watching for either broad improvement in labor demand or worsening layoffs to indicate the labor market's direction.
we continue to watch for signs of either a meaningful and broad improvement in labor demand — or a meaningful deterioration in layoffs — to gauge which way the tide will turn.
Source-stated
The source dates the snapshot July 23, 2026.
July 23, 2026
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.
AI exposure
In labor economics, how much of a job's tasks an AI system could in principle perform; it is not a forecast of job loss.
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: 1c1dda4b-69dd-572c-942f-7e6c7a5fbe5b.
Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.
Source check: passed by anthropic/claude-opus-5.5 on 2026-11-06T07:34:58.893Z. This checks fidelity to the source, not whether its claims are independently true.
Editorial selection: accept; reasons: bridge_admitted_by_model.
Observation: d5886d3ddf009b7da3641268e3a3fa1cd071345cfee75704ee6511712b1857eb. Source text hash: 63ae0e6614b4fbff1e65df24381dfec8e866fd79836922977b585e704daab6fe.
Revision and source-check history
Version 1 · 2026-11-06T07:38:23.760Z
Indeed Hiring Lab reports a low-churn US labor market and uneven hiring demand
published this snapshot on July 23, 2026, describing the US labor market in June as “stuck in still water.” It says hiring demand remained steady, with job postings on Indeed increasing marginally, while workers stayed in their jobs and quits and layoffs remained low. The snapshot reports that postings were near their pre-pandemic level overall, but varied sharply by field: engineering and healthcare postings remained higher, while marketing, data analysis, and software development postings were lower. It also says posted wage growth trailed inflation, which could squeeze households’ purchasing power. Indeed Hiring Lab argues that and job postings may be shifting from job destruction toward job creation. It points to AI-related roles and data-center construction jobs as possible sources of demand, including installation and maintenance work requiring specialized electrical knowledge. The snapshot does not establish how much of the reported labor-market movement is attributable to AI, or whether the apparent shift toward job creation will persist. Indeed Hiring Lab concludes that it is watching for either a broad improvement in labor demand or worsening layoffs to indicate which way the labor market will turn.
Original source
· Article
Source details
Original source date: Jul 23, 2026 (2026-07-23).
Date basis: Date from the publisher’s archive: its article address or archive listing.
Added to Escape Meridian: 2026-11-06T07:38:23.760Z. First observed: 2026-10-30T20:40:39.052Z. Retrieved: 2026-10-30T21:40:08.923Z.
Limits
Text as retrieved on October 30, 2026; originally published July 23, 2026. The snapshot describes Indeed job postings and advertised wages; its methodology defines postings using Indeed data, so these measures do not by themselves establish hiring or wage conditions across every employer. The source says AI-related roles may be playing a large part in a rebound in software development labor demand, but does not quantify that contribution in this snapshot.
Open question
Will AI-related hiring continue to contribute to labor demand, and how much of the reported change will it account for?
Source-stated
Indeed Hiring Lab describes June's US labor market as low-churn, with hiring, quits, and layoffs holding steady.
The US labor market remains stuck in still water — with hiring, quits, and layoffs all holding steady as workers cling to their current jobs in a low-churn environment.
Source-stated
Indeed Hiring Lab says overall hiring demand remained steady in June, with job postings increasing marginally on its platform.
Overall hiring demand remained steady in June, with job postings on Indeed increasing marginally over the month.
Source-stated
Indeed Hiring Lab reports substantial differences in posting levels across sectors.
Many engineering and healthcare fields continue to have postings 30% higher than the pre-pandemic baseline. Meanwhile, marketing, data analysis, and software development roles have fallen by roughly 30% or more since February 2020.
Source-stated
Indeed Hiring Lab says advertised wage growth has lagged price growth and could affect household purchasing power.
Diminishing real wage growth could squeeze households’ purchasing power ahead.
Source-stated
Indeed Hiring Lab says the relationship between AI exposure and job postings appears to be shifting toward job creation, while noting AI-related roles may contribute to a rebound in software development demand.
The relationship between AI exposure and job postings appears to be flipping, from job destruction to job creation. Our recent report highlights how AI-related roles may be playing a large part in the recent rebound in software development labor demand.
Source-stated
Indeed Hiring Lab identifies data-center construction roles as another possible source of hiring demand.
job postings for roles related to the data center build-out are surging as AI infrastructure needs increase demand for untraditional tech jobs, like installation and maintenance workers who can bring specialized electrical knowledge and breathe life into new data centers.
Source-stated
Indeed Hiring Lab says it is watching for either broad improvement in labor demand or worsening layoffs to indicate the labor market's direction.
we continue to watch for signs of either a meaningful and broad improvement in labor demand — or a meaningful deterioration in layoffs — to gauge which way the tide will turn.
Source-stated
The source dates the snapshot July 23, 2026.
July 23, 2026
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.
AI exposure
In labor economics, how much of a job's tasks an AI system could in principle perform; it is not a forecast of job loss.
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: 1c1dda4b-69dd-572c-942f-7e6c7a5fbe5b.
Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.
Source check: passed by anthropic/claude-opus-5.5 on 2026-11-06T07:34:58.893Z. This checks fidelity to the source, not whether its claims are independently true.
Editorial selection: accept; reasons: bridge_admitted_by_model.
Observation: d5886d3ddf009b7da3641268e3a3fa1cd071345cfee75704ee6511712b1857eb. Source text hash: 63ae0e6614b4fbff1e65df24381dfec8e866fd79836922977b585e704daab6fe.
passed · 2026-11-06T07:34:58.893Z · anthropic/claude-opus-5.5
Publication: 1c1dda4b-69dd-572c-942f-7e6c7a5fbe5b
attribution — pass: The reading consistently attributes the descriptions, forecasts and the AI job-creation thesis to Indeed Hiring Lab, which bylines this single monthly snapshot. The page is one authored piece, not a listing; the trailing carousel titles are not used.
By Indeed Hiring Lab
summary — pass: The reading leads with the actor and the central finding: a low-churn, steady labor market. It covers the sector split, wages lagging inflation and the AI job-creation thesis, and it closes with the source's watch-points. 'Low-churn' is explained in plain terms, and 'AI exposure' is defined beside the reading. 'Data-center construction jobs' slightly narrows the source's 'roles related to the data center build-out', but it does not change the meaning. The question follows from the source's tentative AI claim.
The relationship between AI exposure and job postings appears to be flipping, from job destruction to job creation.
date — pass: The reading's date of July 23, 2026 matches originalPublished and the dateline at day precision. The page is a publisher page, so no archive disclosure is required. The reading does not use later-dated material such as the related-stories carousel. It presents forecasts, such as the purchasing-power squeeze and the labor market's direction, as the source's attributed outlook rather than as outcomes.
July 23, 2026
support — pass: Each claim is backed by a verbatim excerpt. The hedges are preserved: 'may be shifting', 'could squeeze', 'possible sources'. The limitations correctly note that the data covers Indeed postings only and that the AI contribution is unquantified. These limits do not overstate the source. Grounding in the source does not independently verify Indeed's figures.
AI-related roles may be playing a large part in the recent rebound in software development labor demand
media — pass: No media was selected, and none was supplied or verified. Leaving the selection null is appropriate.
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Indeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
Explore Indeed Hiring LabIndeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
Explore Indeed Hiring LabIn labor economics, how much of a job's tasks an AI system could in principle perform; it is not a forecast of job loss.
Definition referenceIndeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
Explore Indeed Hiring LabIndeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
Explore Indeed Hiring LabIn labor economics, how much of a job's tasks an AI system could in principle perform; it is not a forecast of job loss.
Definition referenceIndeed Hiring Lab is the economic research arm of the job site Indeed, publishing analyses of job postings, wages and hiring trends.
Explore Indeed Hiring Lab