# Yan argues in Revelio Labs that AI skills are gaining ground as programming postings decline [Canonical reading](https://escapemeridian.com/readings/yan-argues-in-revelio-labs-that-ai-skills-are-gaining-ground-as-f89a6a3f) Yan's Revelio Labs article was published on November 11, 2025. Yan argues that demand is shifting toward AI skills even as programming skills appear in a smaller share of new job postings. The article draws on job-posting data and reports that postings listing programming and AI skills carry the strongest salary premia in its analysis. It also finds that pay growth is strongest for applied AI skills, while high pay and salary growth in programming cluster around scarce legacy and specialized expertise. Yan's conclusion is not that programming skills no longer matter: the article says specialized programming expertise remains valuable, but calls legacy technologies less promising investments for job seekers as programming skills shrink as a share of postings. It recommends developing AI application, governance, and strategy skills for long-term relevance and opportunity. The analysis describes patterns in postings and advertised pay; it does not establish that AI caused the changes in demand or that the recommended skills will lead to better outcomes for individual job seekers. The article suggests AI may be streamlining coding work, but the evidence does not establish how much that explains the smaller share of programming postings. 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 Revelio Labs · Article Original source date: Nov 11, 2025 (2025-11-11T17:00:00.000Z). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-10T05:03:23.782Z. First observed: 2026-10-31T16:49:54.547Z. Retrieved: 2026-10-31T16:51:46.727Z. - [Vibe Coding: Do Programming Skills Still Matter?](https://www.reveliolabs.com/news/tech/in-the-age-of-vibe-coding-how-much-do-programming-skills-still-matter) ## Limits Text as retrieved on October 31, 2026; originally published November 11, 2025. The analysis uses job postings and advertised pay; it does not establish that AI caused the reported changes or that an individual job seeker will benefit from the recommended skills. ## Open question How much of the smaller share of programming postings reflects AI making coding work more efficient, rather than other changes in employer demand? ## Source-stated The Revelio Labs article is cited as published on November 11, 2025. > Revelio Labs, "In the Age of Vibe Coding, How Much Do Programming Skills Still Matter?" November 11, 2025. - [Supporting source](https://www.reveliolabs.com/news/tech/in-the-age-of-vibe-coding-how-much-do-programming-skills-still-matter) ## Source-stated Yan says AI-related skills appear in a growing share of new U.S. postings, while programming skills appear in a smaller fraction than a year earlier; the article suggests AI may be streamlining coding work. > programming skills feature in a smaller fraction of postings than they did a year ago, suggesting that AI is streamlining coding work - [Supporting source](https://www.reveliolabs.com/news/tech/in-the-age-of-vibe-coding-how-much-do-programming-skills-still-matter) ## Source-stated In a sample of U.S. job postings, postings listing programming and AI skills were associated with the largest salary premia in the article's regression analysis. > job postings listing programming and AI skills are associated with the highest salary premia—8.2% and 6.2%, respectively. - [Supporting source](https://www.reveliolabs.com/news/tech/in-the-age-of-vibe-coding-how-much-do-programming-skills-still-matter) ## Source-stated Yan says programming's high pay and pay growth reflect scarcity in legacy and specialized areas, but describes legacy technologies as less promising investments for job seekers as programming skills shrink as a share of postings. > these legacy technologies are becoming less promising investments for job seekers - [Supporting source](https://www.reveliolabs.com/news/tech/in-the-age-of-vibe-coding-how-much-do-programming-skills-still-matter) ## Source-stated Yan recommends AI application, governance, and strategy skills for long-term relevance and opportunity. > developing skills in AI application, governance, and strategy will offer the strongest prospects for long-term relevance and opportunity. - [Supporting source](https://www.reveliolabs.com/news/tech/in-the-age-of-vibe-coding-how-much-do-programming-skills-still-matter) ## Source and contributor context Revelio Labs · 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. ## Revelio Labs Revelio Labs is a workforce analytics firm publishing labor market analysis on employment, occupations and industry trends. - [Explore this context](/entities/revelio-labs) - [Reference](https://www.reveliolabs.com/) ## Editorial provenance Version 1. Publication ID: 586ed88a-833d-6d9f-76aa-daea7a1846ff. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: passed by anthropic/claude-opus-5.5 on 2026-11-10T04:59:07.564Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: 4cf55f0bc4104bc189fa88ebb28679d488117ca2c28474c932902d8e46f7a853. Source text hash: 8a1eb02e8068b4136c327d8f590d77944d3daa48e48fa191456c2ba53cb46712. ## Revision and source-check history ### Version 1 — 2026-11-10T05:03:23.782Z Yan's Revelio Labs article was published on November 11, 2025. Yan argues that demand is shifting toward AI skills even as programming skills appear in a smaller share of new job postings. The article draws on job-posting data and reports that postings listing programming and AI skills carry the strongest salary premia in its analysis. It also finds that pay growth is strongest for applied AI skills, while high pay and salary growth in programming cluster around scarce legacy and specialized expertise. Yan's conclusion is not that programming skills no longer matter: the article says specialized programming expertise remains valuable, but calls legacy technologies less promising investments for job seekers as programming skills shrink as a share of postings. It recommends developing AI application, governance, and strategy skills for long-term relevance and opportunity. The analysis describes patterns in postings and advertised pay; it does not establish that AI caused the changes in demand or that the recommended skills will lead to better outcomes for individual job seekers. The article suggests AI may be streamlining coding work, but the evidence does not establish how much that explains the smaller share of programming postings. ## Original source Revelio Labs · Article Original source date: Nov 11, 2025 (2025-11-11T17:00:00.000Z). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-10T05:03:23.782Z. First observed: 2026-10-31T16:49:54.547Z. Retrieved: 2026-10-31T16:51:46.727Z. - [Vibe Coding: Do Programming Skills Still Matter?](https://www.reveliolabs.com/news/tech/in-the-age-of-vibe-coding-how-much-do-programming-skills-still-matter) ## Limits Text as retrieved on October 31, 2026; originally published November 11, 2025. The analysis uses job postings and advertised pay; it does not establish that AI caused the reported changes or that an individual job seeker will benefit from the recommended skills. ## Open question How much of the smaller share of programming postings reflects AI making coding work more efficient, rather than other changes in employer demand? ## Source-stated The Revelio Labs article is cited as published on November 11, 2025. > Revelio Labs, "In the Age of Vibe Coding, How Much Do Programming Skills Still Matter?" November 11, 2025. - [Supporting source](https://www.reveliolabs.com/news/tech/in-the-age-of-vibe-coding-how-much-do-programming-skills-still-matter) ## Source-stated Yan says AI-related skills appear in a growing share of new U.S. postings, while programming skills appear in a smaller fraction than a year earlier; the article suggests AI may be streamlining coding work. > programming skills feature in a smaller fraction of postings than they did a year ago, suggesting that AI is streamlining coding work - [Supporting source](https://www.reveliolabs.com/news/tech/in-the-age-of-vibe-coding-how-much-do-programming-skills-still-matter) ## Source-stated In a sample of U.S. job postings, postings listing programming and AI skills were associated with the largest salary premia in the article's regression analysis. > job postings listing programming and AI skills are associated with the highest salary premia—8.2% and 6.2%, respectively. - [Supporting source](https://www.reveliolabs.com/news/tech/in-the-age-of-vibe-coding-how-much-do-programming-skills-still-matter) ## Source-stated Yan says programming's high pay and pay growth reflect scarcity in legacy and specialized areas, but describes legacy technologies as less promising investments for job seekers as programming skills shrink as a share of postings. > these legacy technologies are becoming less promising investments for job seekers - [Supporting source](https://www.reveliolabs.com/news/tech/in-the-age-of-vibe-coding-how-much-do-programming-skills-still-matter) ## Source-stated Yan recommends AI application, governance, and strategy skills for long-term relevance and opportunity. > developing skills in AI application, governance, and strategy will offer the strongest prospects for long-term relevance and opportunity. - [Supporting source](https://www.reveliolabs.com/news/tech/in-the-age-of-vibe-coding-how-much-do-programming-skills-still-matter) ## Source and contributor context Revelio Labs · 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. ## Revelio Labs Revelio Labs is a workforce analytics firm publishing labor market analysis on employment, occupations and industry trends. - [Explore this context](/entities/revelio-labs) - [Reference](https://www.reveliolabs.com/) ## Editorial provenance Version 1. Publication ID: 586ed88a-833d-6d9f-76aa-daea7a1846ff. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: passed by anthropic/claude-opus-5.5 on 2026-11-10T04:59:07.564Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: 4cf55f0bc4104bc189fa88ebb28679d488117ca2c28474c932902d8e46f7a853. Source text hash: 8a1eb02e8068b4136c327d8f590d77944d3daa48e48fa191456c2ba53cb46712. ### passed — 2026-11-10T04:59:07.564Z — anthropic/claude-opus-5.5 Publication: 586ed88a-833d-6d9f-76aa-daea7a1846ff attribution — pass: The reading attributes the analysis to Yan writing for Revelio Labs. This matches the source's academic citation naming Yan, J. as author and Revelio Labs as publisher. The page is a single analytical article, not a listing of other pieces. > Yan, J. (2025, November 11). In the Age of Vibe Coding, How Much Do Programming Skills Still Matter? Revelio Labs. summary — pass: The title, summary and question match the article. AI skills are rising in postings while programming's share falls. Programming and AI skills carry the top salary premia. Applied AI skills show the fastest pay growth. Legacy programming is called a less promising investment, and AI application, governance and strategy skills are recommended. The question is a genuine open issue raised by the source's causal suggestion. Terms such as salary premia are understandable in context. > Yet as programming-related skills appear in a shrinking share of new postings, these legacy technologies are becoming less promising investments for job seekers. date — pass: The reading gives November 11, 2025, matching the UTC day of originalPublished and the source's own citation. It uses no hindsight framing, and the recommendation stays attributed as the source's view. The page was modified on 2026-10-23, but the cited passages are the article's core 2025 analysis, and its figures are labeled November 2025. Kind is publisher-page, so no archive disclosure is required. > Revelio Labs, "In the Age of Vibe Coding, How Much Do Programming Skills Still Matter?" November 11, 2025. support — pass: Each claim is backed by an exact source excerpt. The limitations correctly note that posting and advertised-pay data do not establish causation or individual outcomes. The source says the data are suggesting AI is streamlining coding, and the reading's 'may be' is a slight but fair hedge of that. The page was edited after publication, but the cited text is plainly part of the original analysis. > job postings listing programming and AI skills are associated with the highest salary premia—8.2% and 6.2%, respectively. media — pass: No media is selected and no verified media candidates were supplied. That is appropriate. ## Recorded references 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. No public references recorded here yet. [Reference data (JSON)](/readings/f89a6a3fdbcc84546b04709d620d2040dfa88dc38ffdc62fb1f16266eac71139/references.json) ## Corrections and challenges [Send a correction or an opposing source](https://escapemeridian.com/corrections/) [JSON record](https://escapemeridian.com/readings/yan-argues-in-revelio-labs-that-ai-skills-are-gaining-ground-as-f89a6a3f.json)