--- title: Is AI Going to Take PM Jobs? | daily.dev description: A product management consultant examines four theories about whether AI will eliminate PM roles: full automation, role convergence with engineers/designers,... canonical: https://daily.dev/posts/is-ai-going-to-take-pm-jobs--1lg8hgoxp twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Is AI Going to Take PM Jobs? | daily.dev og:description: A product management consultant examines four theories about whether AI will eliminate PM roles: full automation, role convergence with engineers/designers,... og:url: https://daily.dev/posts/is-ai-going-to-take-pm-jobs--1lg8hgoxp og:image: https://api.daily.dev/og/posts/1lG8hGoXP.png og:image:alt: Is AI Going to Take PM Jobs? og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Is AI Going to Take PM Jobs? **[Itamar Gilad](https://daily.dev/sources/itamargilad)** · 11 min read · 5 upvotes · 0 comments ## Summary A product management consultant examines four theories about whether AI will eliminate PM roles: full automation, role convergence with engineers/designers, productivity-driven headcount reduction, and AI bubble collapse. Full automation is assessed as unlikely due to high job dimensionality and irreducible complexity in PM work. Role convergence is seen as context-dependent rather than universal. Productivity gains are unlikely to translate directly into fewer PMs since demand for deciding what to build is actually growing as engineering output accelerates. The most plausible near-term risk is a broader AI market bubble burst, similar to the dot-com crash, which could cause widespread tech layoffs unrelated to PM-specific automation. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What is job dimensionality and why does it matter for AI automation risk? Job dimensionality refers to the number of distinct tasks a job involves; jobs with fewer, narrower tasks (like warehouse picking or delivery product-owner roles that mainly turn roadmaps into backlogs and user stories) are more susceptible to AI automation, while jobs combining many complementary tasks, like full-stack product management with research, strategy, communication, and coordination, are harder to fully automate. _Anyone weighing how AI reshapes their role can follow this kind of analysis on daily.dev._ ### What is the Irreducible Complexity Index and how does it relate to product management jobs being automated? The Irreducible Complexity Index (IRX), developed by the Artificiality Institute, scores jobs across five dimensions resistant to automation: physical situatedness, contested high-stakes decisions, multi-domain integration, genuine novelty, and aesthetic judgment. Product managers aren't explicitly scored but likely fall into the high-IRX knowledge worker cluster, making full automation of the role unlikely, apart from narrower roles like delivery product owners. _Developers and PMs tracking which roles AI can realistically replace can find this kind of framework on daily.dev._ ### How many IT jobs were lost when the dot-com bubble burst in 2000, and could an AI bubble burst be worse? Around 400,000 IT jobs were lost after the dot-com bubble burst in 2000, with IT sector unemployment rising from 2.2% in 2000 to a peak of 6.3% by 2002, and the job market took years to recover. Given today's tech sector and AI investment are far larger, a burst of an AI bubble could cause even more severe job losses across tech, not just AI-specific roles. _Tech professionals worried about market swings can keep an eye on economic signals like these via daily.dev._ ## Similar posts on daily.dev - [AI Won't Replace Project Managers, But It is Reshaping How Work Gets Done](https://daily.dev/posts/ai-won-t-replace-project-managers-but-it-is-reshaping-how-work-gets-done-26jwwttrl) · Stack Overflow Blog · 1 upvotes · 0 comments - [3 AI shockwaves reshaping product management in 2026](https://daily.dev/posts/3-ai-shockwaves-reshaping-product-management-in-2026-8qvleubmy) · LogRocket · 1 upvotes · 0 comments --- Tags: [#llm](https://daily.dev/tags/llm), [#ai-agents](https://daily.dev/tags/ai-agents), [#product-management](https://daily.dev/tags/product-management) [View this post on daily.dev](https://daily.dev/posts/is-ai-going-to-take-pm-jobs--1lg8hgoxp) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Is AI Going to Take PM Jobs?","url":"https://daily.dev/posts/is-ai-going-to-take-pm-jobs--1lg8hgoxp","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/is-ai-going-to-take-pm-jobs--1lg8hgoxp"},"datePublished":"2026-07-16T13:36:25.026Z","dateModified":"2026-09-13T20:16:59.181Z","description":"A product management consultant examines four theories about whether AI will eliminate PM roles: full automation, role convergence with engineers/designers,...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/0b4e8643e16043a6a3ccfff4eed0a320?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/0b4e8643e16043a6a3ccfff4eed0a320?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Itamar Gilad","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Itamar Gilad","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/282e7e2f414a480c824e03d0e11c07b8","url":"https://daily.dev/sources/itamargilad"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/is-ai-going-to-take-pm-jobs--1lg8hgoxp","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":5},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"llm,ai-agents,product-management","timeRequired":"PT11M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Itamar Gilad","item":"https://daily.dev/sources/itamargilad"},{"@type":"ListItem","position":3,"name":"Is AI Going to Take PM Jobs?"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/is-ai-going-to-take-pm-jobs--1lg8hgoxp#faq","mainEntity":[{"@type":"Question","name":"What is job dimensionality and why does it matter for AI automation risk?","acceptedAnswer":{"@type":"Answer","text":"Job dimensionality refers to the number of distinct tasks a job involves; jobs with fewer, narrower tasks (like warehouse picking or delivery product-owner roles that mainly turn roadmaps into backlogs and user stories) are more susceptible to AI automation, while jobs combining many complementary tasks, like full-stack product management with research, strategy, communication, and coordination, are harder to fully automate. Anyone weighing how AI reshapes their role can follow this kind of analysis on daily.dev."}},{"@type":"Question","name":"What is the Irreducible Complexity Index and how does it relate to product management jobs being automated?","acceptedAnswer":{"@type":"Answer","text":"The Irreducible Complexity Index (IRX), developed by the Artificiality Institute, scores jobs across five dimensions resistant to automation: physical situatedness, contested high-stakes decisions, multi-domain integration, genuine novelty, and aesthetic judgment. Product managers aren't explicitly scored but likely fall into the high-IRX knowledge worker cluster, making full automation of the role unlikely, apart from narrower roles like delivery product owners. Developers and PMs tracking which roles AI can realistically replace can find this kind of framework on daily.dev."}},{"@type":"Question","name":"How many IT jobs were lost when the dot-com bubble burst in 2000, and could an AI bubble burst be worse?","acceptedAnswer":{"@type":"Answer","text":"Around 400,000 IT jobs were lost after the dot-com bubble burst in 2000, with IT sector unemployment rising from 2.2% in 2000 to a peak of 6.3% by 2002, and the job market took years to recover. Given today's tech sector and AI investment are far larger, a burst of an AI bubble could cause even more severe job losses across tech, not just AI-specific roles. Tech professionals worried about market swings can keep an eye on economic signals like these via daily.dev."}}]} ```