{"id":"f18e35b8201ce0abc2132f6365fca3cd0abfbcf84c8be65be3dc579d11f6f1da","title":"Felix Aidala and Sneha Puri argue in Indeed Hiring Lab that job postings favor seniority","argument":"Published July 23, 2026, Felix Aidala and Sneha Puri argue that employer demand is tilting toward experienced workers, while entry- and mid-level opportunities are shrinking. They report that senior-level postings rose even as entry-level postings continued a downward trend, but emphasize that senior roles still make up a smaller share of postings than entry- and mid-level roles.\n\nThe authors describe a split across sectors: software development has a high share of senior-level postings, while personal care and home health have a high share of entry-level postings. They say the pattern is consistent with several possible influences, including AI, remote work, and changes after pandemic-era hiring; the evidence does not establish which factor is responsible. Indeed’s classifications use an algorithmic text classification system intended to reflect job responsibilities and training, rather than titles or stated years of experience.\n\nThe authors warn that weak hiring can have lasting consequences for workers early in their careers, including lower wages, and that the effects of reduced junior hiring may not be felt for years. The analysis counts job postings, not hires, and the future effects remain unknown.","topicIds":["work-and-business--jobs-and-occupations","job-displacement-and-creation"],"domain":"other","claimType":"attributed reading","limits":"Text as retrieved on October 30, 2026; originally published July 23, 2026. The analysis concerns job postings; it does not establish how many positions were filled or how many workers were hired. The authors describe AI, remote work, monetary policy, and post-pandemic hiring changes as possible contributors, but do not establish their relative effects.","speaker":{"name":"Indeed Hiring Lab","roleAtSource":"Publisher"},"source":{"title":"The Labor Market Is Tilting Toward Seniority","publisher":"Indeed Hiring Lab","format":"Article","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","publishedAt":"2026-07-23","dateBasis":"Date from the publisher’s archive: its article address or archive listing."},"evidence":[{"text":"Aidala and Puri report that senior-level job postings rose year over year while entry-level postings declined.","excerpt":"As of May 2026, senior-level job postings were up 14.7% year-over-year.","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","relationship":"Source-stated"},{"text":"The authors say senior positions remain a smaller share of postings than entry- and mid-level positions.","excerpt":"only about 14% of postings are for senior positions nationwide, while entry- and mid-level postings represent 46% and 40%, respectively.","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","relationship":"Source-stated"},{"text":"The authors report that the mix of job-posting seniority varies across sectors, with software development having a large senior-level share and personal care and home health a large entry-level share.","excerpt":"The share of job postings that are entry-level positions varies widely by sector, ranging from 91.3% in personal care & home health to 4.5% in software development in Q1 2026.","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","relationship":"Source-stated"},{"text":"Indeed says its seniority classifications are intended to reflect the work and training associated with a position rather than job titles or stated experience.","excerpt":"Rather than relying on job titles or stated years of experience, these classifications are intended to reflect the tasks associated with a position.","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","relationship":"Source-stated"},{"text":"The authors warn that entering the labor market during weak hiring can have lasting wage effects, and say the full effects of reduced junior hiring may take years to emerge.","excerpt":"Entering the labor market during periods of weak hiring can have long-term adverse effects, reducing wages for up to a decade, even after economic conditions improve.","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","relationship":"Source-stated"},{"text":"The authors identify several possible contributors to muted entry-level demand without establishing their relative effects.","excerpt":"All of these factors may be at least partially at play in keeping demand for entry-level workers somewhat muted.","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","relationship":"Source-stated"}],"sourceMedia":{"status":"unchecked","sourceUrl":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","checkedAt":null,"items":[]},"assumptions":[],"openQuestion":{"attribution":"Open question","text":"How much of the shift in job postings is associated with AI, remote work, monetary policy, or other factors?"},"whatWouldChangeView":{"attribution":"Change condition not recorded","text":""},"editorialComparisons":[],"live":{"title":"Felix Aidala and Sneha Puri argue in Indeed Hiring Lab that job postings favor seniority","summary":"Published July 23, 2026, Felix Aidala and Sneha Puri argue that employer demand is tilting toward experienced workers, while entry- and mid-level opportunities are shrinking. They report that senior-level postings rose even as entry-level postings continued a downward trend, but emphasize that senior roles still make up a smaller share of postings than entry- and mid-level roles.\n\nThe authors describe a split across sectors: software development has a high share of senior-level postings, while personal care and home health have a high share of entry-level postings. They say the pattern is consistent with several possible influences, including AI, remote work, and changes after pandemic-era hiring; the evidence does not establish which factor is responsible. Indeed’s classifications use an algorithmic text classification system intended to reflect job responsibilities and training, rather than titles or stated years of experience.\n\nThe authors warn that weak hiring can have lasting consequences for workers early in their careers, including lower wages, and that the effects of reduced junior hiring may not be felt for years. The analysis counts job postings, not hires, and the future effects remain unknown.","question":"How much of the shift in job postings is associated with AI, remote work, monetary policy, or other factors?","claims":[{"text":"Aidala and Puri report that senior-level job postings rose year over year while entry-level postings declined.","excerpt":"As of May 2026, senior-level job postings were up 14.7% year-over-year.","support":"source-stated"},{"text":"The authors say senior positions remain a smaller share of postings than entry- and mid-level positions.","excerpt":"only about 14% of postings are for senior positions nationwide, while entry- and mid-level postings represent 46% and 40%, respectively.","support":"source-stated"},{"text":"The authors report that the mix of job-posting seniority varies across sectors, with software development having a large senior-level share and personal care and home health a large entry-level share.","excerpt":"The share of job postings that are entry-level positions varies widely by sector, ranging from 91.3% in personal care & home health to 4.5% in software development in Q1 2026.","support":"source-stated"},{"text":"Indeed says its seniority classifications are intended to reflect the work and training associated with a position rather than job titles or stated experience.","excerpt":"Rather than relying on job titles or stated years of experience, these classifications are intended to reflect the tasks associated with a position.","support":"source-stated"},{"text":"The authors warn that entering the labor market during weak hiring can have lasting wage effects, and say the full effects of reduced junior hiring may take years to emerge.","excerpt":"Entering the labor market during periods of weak hiring can have long-term adverse effects, reducing wages for up to a decade, even after economic conditions improve.","support":"source-stated"},{"text":"The authors identify several possible contributors to muted entry-level demand without establishing their relative effects.","excerpt":"All of these factors may be at least partially at play in keeping demand for entry-level workers somewhat muted.","support":"source-stated"}],"limitations":["Text as retrieved on October 30, 2026; originally published July 23, 2026.","The analysis concerns job postings; it does not establish how many positions were filled or how many workers were hired.","The authors describe AI, remote work, monetary policy, and post-pandemic hiring changes as possible contributors, but do not establish their relative effects."],"mediaId":null,"correctionReason":null,"id":"f18e35b8201ce0abc2132f6365fca3cd0abfbcf84c8be65be3dc579d11f6f1da","publicationId":"9f995f0c-1bb5-6545-19b3-b4e8774d60c4","version":1,"sourceUrl":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","sourceTitle":"The Labor Market Is Tilting Toward Seniority","publisher":"Indeed Hiring Lab","publishedAt":null,"originalPublished":{"value":"2026-07-23","precision":"day","basis":"backfill:publisher_archive_date"},"firstObservedAt":"2026-10-30T19:18:29.241Z","createdAt":"2026-11-03T09:58:49.699Z","historical":true,"entityIds":[],"topicIds":["work-and-business--jobs-and-occupations","job-displacement-and-creation"],"media":[],"sourceMedia":{"status":"unchecked","sourceUrl":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","checkedAt":null,"items":[]},"editorialDecision":{"outcome":"accept","mediaId":null,"inputHash":"428403619a0ba00aa6cd1364ab1ebc5eef20b304a2035d07d148cec3a0367be3","rubricVersion":"em-backfill-context/3","provider":"typesafe","model":"jev-1.13.0","reasonCodes":["bridge_admitted_by_model"],"confidence":1,"decidedAt":"2026-10-30T19:18:27.650Z"},"provenance":{"textHash":"6a0e3434ef4299f5f1995554b9c2f6fa302f59b11a0130d1a4ebee8112cb0153","observationId":"62300f40d78a4cbb8c0a4c452bde2562daaa70e64d0dc3e37d69075ec548bfc7","retrievedAt":"2026-10-30T20:46:00.848Z","kind":"publisher-page","preparer":{"model":"openai/gpt-6-luna","runId":"8a3a243f-2f36-11e0-0928-bf3999a94816"},"reviewer":{"model":"anthropic/claude-opus-5.5","runId":"29bc59f0-df7a-d973-9424-1adde35bccba"}},"audit":{"status":"passed","reviewedAt":"2026-11-03T09:58:49.206Z","model":"anthropic/claude-opus-5.5"}},"canonicalUrl":"https://escapemeridian.com/readings/felix-aidala-and-sneha-puri-argue-in-indeed-hiring-lab-that-job-f18e35b8","formats":{"html":"/readings/felix-aidala-and-sneha-puri-argue-in-indeed-hiring-lab-that-job-f18e35b8","markdown":"/readings/felix-aidala-and-sneha-puri-argue-in-indeed-hiring-lab-that-job-f18e35b8.md","json":"/readings/felix-aidala-and-sneha-puri-argue-in-indeed-hiring-lab-that-job-f18e35b8.json"},"attribution":"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.","readerContext":{"version":"reader-context-v1","attribution":"Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.","terms":[],"entities":[]},"researchQuestions":[],"withdrawn":false,"references":{"schemaVersion":1,"target":{"type":"reading","id":"f18e35b8201ce0abc2132f6365fca3cd0abfbcf84c8be65be3dc579d11f6f1da","revision":"9f995f0c-1bb5-6545-19b3-b4e8774d60c4","revisionKind":"publication-id","title":"Felix Aidala and Sneha Puri argue in Indeed Hiring Lab that job postings favor seniority","url":"https://escapemeridian.com/readings/felix-aidala-and-sneha-puri-argue-in-indeed-hiring-lab-that-job-f18e35b8"},"source":{"type":"source","id":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","revision":"6a0e3434ef4299f5f1995554b9c2f6fa302f59b11a0130d1a4ebee8112cb0153","revisionKind":"sha256-source-text","title":"The Labor Market Is Tilting Toward Seniority","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/"},"status":"available","items":[],"next":null,"scope":"Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter."},"revisions":[{"id":"f18e35b8201ce0abc2132f6365fca3cd0abfbcf84c8be65be3dc579d11f6f1da","title":"Felix Aidala and Sneha Puri argue in Indeed Hiring Lab that job postings favor seniority","argument":"Published July 23, 2026, Felix Aidala and Sneha Puri argue that employer demand is tilting toward experienced workers, while entry- and mid-level opportunities are shrinking. They report that senior-level postings rose even as entry-level postings continued a downward trend, but emphasize that senior roles still make up a smaller share of postings than entry- and mid-level roles.\n\nThe authors describe a split across sectors: software development has a high share of senior-level postings, while personal care and home health have a high share of entry-level postings. They say the pattern is consistent with several possible influences, including AI, remote work, and changes after pandemic-era hiring; the evidence does not establish which factor is responsible. Indeed’s classifications use an algorithmic text classification system intended to reflect job responsibilities and training, rather than titles or stated years of experience.\n\nThe authors warn that weak hiring can have lasting consequences for workers early in their careers, including lower wages, and that the effects of reduced junior hiring may not be felt for years. The analysis counts job postings, not hires, and the future effects remain unknown.","topicIds":["work-and-business--jobs-and-occupations","job-displacement-and-creation"],"domain":"other","claimType":"attributed reading","limits":"Text as retrieved on October 30, 2026; originally published July 23, 2026. The analysis concerns job postings; it does not establish how many positions were filled or how many workers were hired. The authors describe AI, remote work, monetary policy, and post-pandemic hiring changes as possible contributors, but do not establish their relative effects.","speaker":{"name":"Indeed Hiring Lab","roleAtSource":"Publisher"},"source":{"title":"The Labor Market Is Tilting Toward Seniority","publisher":"Indeed Hiring Lab","format":"Article","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","publishedAt":"2026-07-23","dateBasis":"Date from the publisher’s archive: its article address or archive listing."},"evidence":[{"text":"Aidala and Puri report that senior-level job postings rose year over year while entry-level postings declined.","excerpt":"As of May 2026, senior-level job postings were up 14.7% year-over-year.","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","relationship":"Source-stated"},{"text":"The authors say senior positions remain a smaller share of postings than entry- and mid-level positions.","excerpt":"only about 14% of postings are for senior positions nationwide, while entry- and mid-level postings represent 46% and 40%, respectively.","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","relationship":"Source-stated"},{"text":"The authors report that the mix of job-posting seniority varies across sectors, with software development having a large senior-level share and personal care and home health a large entry-level share.","excerpt":"The share of job postings that are entry-level positions varies widely by sector, ranging from 91.3% in personal care & home health to 4.5% in software development in Q1 2026.","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","relationship":"Source-stated"},{"text":"Indeed says its seniority classifications are intended to reflect the work and training associated with a position rather than job titles or stated experience.","excerpt":"Rather than relying on job titles or stated years of experience, these classifications are intended to reflect the tasks associated with a position.","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","relationship":"Source-stated"},{"text":"The authors warn that entering the labor market during weak hiring can have lasting wage effects, and say the full effects of reduced junior hiring may take years to emerge.","excerpt":"Entering the labor market during periods of weak hiring can have long-term adverse effects, reducing wages for up to a decade, even after economic conditions improve.","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","relationship":"Source-stated"},{"text":"The authors identify several possible contributors to muted entry-level demand without establishing their relative effects.","excerpt":"All of these factors may be at least partially at play in keeping demand for entry-level workers somewhat muted.","url":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","relationship":"Source-stated"}],"sourceMedia":{"status":"unchecked","sourceUrl":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","checkedAt":null,"items":[]},"assumptions":[],"openQuestion":{"attribution":"Open question","text":"How much of the shift in job postings is associated with AI, remote work, monetary policy, or other factors?"},"whatWouldChangeView":{"attribution":"Change condition not recorded","text":""},"editorialComparisons":[],"live":{"title":"Felix Aidala and Sneha Puri argue in Indeed Hiring Lab that job postings favor seniority","summary":"Published July 23, 2026, Felix Aidala and Sneha Puri argue that employer demand is tilting toward experienced workers, while entry- and mid-level opportunities are shrinking. They report that senior-level postings rose even as entry-level postings continued a downward trend, but emphasize that senior roles still make up a smaller share of postings than entry- and mid-level roles.\n\nThe authors describe a split across sectors: software development has a high share of senior-level postings, while personal care and home health have a high share of entry-level postings. They say the pattern is consistent with several possible influences, including AI, remote work, and changes after pandemic-era hiring; the evidence does not establish which factor is responsible. Indeed’s classifications use an algorithmic text classification system intended to reflect job responsibilities and training, rather than titles or stated years of experience.\n\nThe authors warn that weak hiring can have lasting consequences for workers early in their careers, including lower wages, and that the effects of reduced junior hiring may not be felt for years. The analysis counts job postings, not hires, and the future effects remain unknown.","question":"How much of the shift in job postings is associated with AI, remote work, monetary policy, or other factors?","claims":[{"text":"Aidala and Puri report that senior-level job postings rose year over year while entry-level postings declined.","excerpt":"As of May 2026, senior-level job postings were up 14.7% year-over-year.","support":"source-stated"},{"text":"The authors say senior positions remain a smaller share of postings than entry- and mid-level positions.","excerpt":"only about 14% of postings are for senior positions nationwide, while entry- and mid-level postings represent 46% and 40%, respectively.","support":"source-stated"},{"text":"The authors report that the mix of job-posting seniority varies across sectors, with software development having a large senior-level share and personal care and home health a large entry-level share.","excerpt":"The share of job postings that are entry-level positions varies widely by sector, ranging from 91.3% in personal care & home health to 4.5% in software development in Q1 2026.","support":"source-stated"},{"text":"Indeed says its seniority classifications are intended to reflect the work and training associated with a position rather than job titles or stated experience.","excerpt":"Rather than relying on job titles or stated years of experience, these classifications are intended to reflect the tasks associated with a position.","support":"source-stated"},{"text":"The authors warn that entering the labor market during weak hiring can have lasting wage effects, and say the full effects of reduced junior hiring may take years to emerge.","excerpt":"Entering the labor market during periods of weak hiring can have long-term adverse effects, reducing wages for up to a decade, even after economic conditions improve.","support":"source-stated"},{"text":"The authors identify several possible contributors to muted entry-level demand without establishing their relative effects.","excerpt":"All of these factors may be at least partially at play in keeping demand for entry-level workers somewhat muted.","support":"source-stated"}],"limitations":["Text as retrieved on October 30, 2026; originally published July 23, 2026.","The analysis concerns job postings; it does not establish how many positions were filled or how many workers were hired.","The authors describe AI, remote work, monetary policy, and post-pandemic hiring changes as possible contributors, but do not establish their relative effects."],"mediaId":null,"correctionReason":null,"id":"f18e35b8201ce0abc2132f6365fca3cd0abfbcf84c8be65be3dc579d11f6f1da","publicationId":"9f995f0c-1bb5-6545-19b3-b4e8774d60c4","version":1,"sourceUrl":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","sourceTitle":"The Labor Market Is Tilting Toward Seniority","publisher":"Indeed Hiring Lab","publishedAt":null,"originalPublished":{"value":"2026-07-23","precision":"day","basis":"backfill:publisher_archive_date"},"firstObservedAt":"2026-10-30T19:18:29.241Z","createdAt":"2026-11-03T09:58:49.699Z","historical":true,"entityIds":[],"topicIds":["work-and-business--jobs-and-occupations","job-displacement-and-creation"],"media":[],"sourceMedia":{"status":"unchecked","sourceUrl":"https://hiringlab.indeed.com/2026/07/23/the-labor-market-is-tilting-toward-seniority/","checkedAt":null,"items":[]},"editorialDecision":{"outcome":"accept","mediaId":null,"inputHash":"428403619a0ba00aa6cd1364ab1ebc5eef20b304a2035d07d148cec3a0367be3","rubricVersion":"em-backfill-context/3","provider":"typesafe","model":"jev-1.13.0","reasonCodes":["bridge_admitted_by_model"],"confidence":1,"decidedAt":"2026-10-30T19:18:27.650Z"},"provenance":{"textHash":"6a0e3434ef4299f5f1995554b9c2f6fa302f59b11a0130d1a4ebee8112cb0153","observationId":"62300f40d78a4cbb8c0a4c452bde2562daaa70e64d0dc3e37d69075ec548bfc7","retrievedAt":"2026-10-30T20:46:00.848Z","kind":"publisher-page","preparer":{"model":"openai/gpt-6-luna","runId":"8a3a243f-2f36-11e0-0928-bf3999a94816"},"reviewer":{"model":"anthropic/claude-opus-5.5","runId":"29bc59f0-df7a-d973-9424-1adde35bccba"}},"audit":{"status":"passed","reviewedAt":"2026-11-03T09:58:49.206Z","model":"anthropic/claude-opus-5.5"}}}],"audits":[{"publicationId":"9f995f0c-1bb5-6545-19b3-b4e8774d60c4","verdict":"passed","findings":[{"dimension":"attribution","status":"pass","explanation":"The reading correctly attributes the analysis to Felix Aidala and Sneha Puri at Indeed Hiring Lab. It frames the findings and interpretations as theirs rather than as established fact. The source is a single analytical article, not a listing.","excerpt":"By Felix Aidala & Sneha Puri"},{"dimension":"summary","status":"pass","explanation":"The reading faithfully conveys the senior-level rise and the entry-level decline. It keeps the caveat that senior roles remain a small share and describes the split across sectors. It preserves the authors' hedged list of causes and their warning about long-term wage effects. Terms are plain enough for a general reader. The source is internally inconsistent: it says entry and mid-level postings saw slight upticks, but its key points report a 7.5% year-over-year entry-level decline. The reading follows the key points. The question reflects the source's own open issue about causes.","excerpt":"All of these factors may be at least partially at play in keeping demand for entry-level workers somewhat muted."},{"dimension":"date","status":"pass","explanation":"The July 23, 2026 date matches the byline and originalPublished at day precision. The reading uses no hindsight framing and states no outcome dated after publication. The modifiedAt field shows a page update on July 29, but no editedAfterPublication flag is supplied. The carousel links, including a June 2026 snapshot, are not used by the reading. Because the evidence is a publisher page, no archive disclosure is required.","excerpt":"July 23, 2026"},{"dimension":"support","status":"pass","explanation":"Each claim is directly supported by the source text, including the shares by sector, the classification method, the wage effects and the hedged causes. The limitation that postings are not hires is a careful, accurate framing. It adds no unsupported benefits or costs.","excerpt":"Entry-level job postings have been trending downwards since peaking in 2022, declining 7.5% year-over-year as of May 2026."},{"dimension":"media","status":"pass","explanation":"No media was selected and no verified media candidates were supplied, so nothing is misidentified.","excerpt":null}],"createdAt":"2026-11-03T09:58:49.206Z","model":"anthropic/claude-opus-5.5"}],"correctionUrl":"https://escapemeridian.com/corrections/"}