{"id":749,"date":"2026-07-24T10:29:57","date_gmt":"2026-07-24T14:29:57","guid":{"rendered":"https:\/\/www.sigmia.com\/ai-career-paths\/"},"modified":"2026-09-09T22:39:46","modified_gmt":"2026-09-10T02:39:46","slug":"ai-career-paths","status":"publish","type":"post","link":"https:\/\/www.sigmia.com\/en-ca\/ai-career-paths\/","title":{"rendered":"AI and Career Paths: How Skills Reshape Work"},"content":{"rendered":"\t\t<section class=\"blog-content section-block black themed no-background\" data-scroll-section>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-8\">\n\t\t\t\t\t\t<div class=\"top\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>That&#8217;s a key point in Gartner&#8217;s <a href=\"https:\/\/hbr.org\/2024\/01\/9-trends-that-will-shape-work-in-2024-and-beyond\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">analysis of workplace trends for 2024 and beyond<\/a>: the &#8220;collapse of traditional career paths.&#8221; Linear career progression is giving way to trajectories that are more hybrid, discontinuous, and constantly evolving.<\/p>\n<p>In practice, employees now move more freely between roles, combine varied skill sets, and adjust their path in step with how AI keeps changing the work itself.<\/p>\n<p>For HR leaders, the challenge is no longer just anticipating tomorrow&#8217;s job titles \u2014 it&#8217;s understanding and supporting these new professional trajectories.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\n\n\t\t<section class=\"blog-content section-block black themed no-background\" data-scroll-section>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-8\">\n\t\t\t\t\t\t<div class=\"top\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 id=\"ai-is-reshaping-career-paths-more-than-its-eliminating-jobs\">AI Is Reshaping Career Paths More Than It&#8217;s Eliminating Jobs<\/h2>\n<h3 id=\"career-paths-are-becoming-less-linear\">Career Paths Are Becoming Less Linear<\/h3>\n<p>Recent work on the future of work \u2014 Gartner&#8217;s among it \u2014 is shifting the conversation: the real issue isn&#8217;t jobs disappearing, but career paths transforming. Where careers once followed a fairly linear progression \u2014 climbing in expertise, moving up the hierarchy, specializing \u2014 they&#8217;re now becoming more fluid, more cross-functional, and less predictable.<\/p>\n<p>Career paths are steadily drifting away from &#8220;pre-mapped&#8221; models, largely because of technological change.<\/p>\n<h3 id=\"work-is-being-recomposed-at-the-task-level\">Work Is Being Recomposed at the Task Level<\/h3>\n<p>This shift comes down to how AI actually integrates into work. Rather than a simple replacement story, AI mainly acts as a lever that recomposes tasks: within a single job, some repetitive or standardized activities get automated, while others shift toward more analysis, coordination, or decision-making.<\/p>\n<p>That&#8217;s the level at which to understand what&#8217;s happening: it isn&#8217;t jobs disappearing, it&#8217;s tasks evolving, getting redistributed, and recombining in new ways.<\/p>\n<p>Concretely, this shows up as a change in what a role actually involves:<\/p>\n<ul>\n<li>some tasks become marginal;<\/li>\n<li>others get accelerated by AI;<\/li>\n<li>new responsibilities emerge, particularly around overseeing, controlling, and operating the tools themselves.<\/li>\n<\/ul>\n<h3 id=\"career-paths-are-becoming-more-differentiated-between-individuals\">Career Paths Are Becoming More Differentiated Between Individuals<\/h3>\n<p>This dynamic creates gaps even within the same job. Two people in similar roles can see their responsibilities evolve very differently, depending on how well they adopt AI tools and grow their skills.<\/p>\n<p>Career paths are no longer shaped only by experience or seniority \u2014 they&#8217;re also shaped by how well someone adapts to technological change. This introduces a form of individualization: each person increasingly builds their own place based on the skills they develop.<\/p>\n<p>Employees themselves have mixed feelings about all this. A recent <a href=\"https:\/\/europa.eu\/eurobarometer\/surveys\/detail\/3222\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Eurobarometer survey found that 62% of Europeans<\/a> hold a positive view of AI at work, and 70% believe it improves productivity \u2014 while still voicing concerns about how their skills, workload, and job security will be affected. The nature of work itself is shifting: AI automates a share of production or predictive tasks, while value moves toward interpretation, judgment, and interaction.<\/p>\n<h3 id=\"the-rise-of-hybrid-evolving-career-paths\">The Rise of Hybrid, Evolving Career Paths<\/h3>\n<p>It&#8217;s in this context that more hybrid career paths are emerging. Professional journeys increasingly take shape through successive adjustments, at the intersection of several skill sets:<\/p>\n<ul>\n<li>A developer might move into data-related or MLOps functions.<\/li>\n<li>A marketing professional might pick up analytical and technical skills.<\/li>\n<li>Support functions increasingly take on more tool oversight and coordination.<\/li>\n<\/ul>\n<p>In other words, career paths are no longer built solely through job changes \u2014 they&#8217;re built through the gradual transformation of a role and the skills it draws on. That&#8217;s exactly what makes them harder to anticipate \u2014 and more strategic for organizations to support.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\n\n\t\t<section class=\"blog-content section-block black themed no-background\" data-scroll-section>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-8\">\n\t\t\t\t\t\t<div class=\"top\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 id=\"the-shift-toward-a-skills-based-economy\">The Shift Toward a Skills-Based Economy<\/h2>\n<h3 id=\"career-paths-are-less-and-less-structured-around-job-titles\">Career Paths Are Less and Less Structured Around Job Titles<\/h3>\n<p>If career paths are being reshaped, it&#8217;s because the central reference point is changing. It&#8217;s no longer just jobs that structure a career \u2014 it&#8217;s skills.<\/p>\n<p>For a long time, careers were built around fairly stable job titles. An employee moved through one role, then another, following a logic of progression, specialization, or increased responsibility. AI is disrupting that approach by breaking jobs down into blocks of skills that can be deployed across different contexts.<\/p>\n<p>In other words, what&#8217;s changing today isn&#8217;t only the roles themselves, but the combination of skills needed to perform them.<\/p>\n<h3 id=\"which-skills-are-gaining-value-in-the-age-of-ai\">Which Skills Are Gaining Value in the Age of AI?<\/h3>\n<p>Three broad dynamics are emerging:<\/p>\n<p>First, some skills are being augmented by AI \u2014 tool proficiency, data analysis, automation, and the ability to make good use of what AI systems produce.<\/p>\n<p>Others are becoming complementary to AI. The more tools automate certain tasks, the more value shifts toward interpretation, judgment, decision-making, creativity, and collaboration.<\/p>\n<p>Finally, some skills are becoming more vulnerable \u2014 mainly those tied to repetitive, standardized, or easily modelled tasks, which tools can absorb more quickly.<\/p>\n<p>According to <a href=\"https:\/\/www.mckinsey.com\/mgi\/our-research\/a-new-future-of-work-the-race-to-deploy-ai-and-raise-skills-in-europe-and-beyond\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">McKinsey Global Institute analysis<\/a>, by 2030, roughly 27% of hours worked in Europe and 30% in the United States could be automated as a result of generative AI. That figure doesn&#8217;t mean 30% of jobs will disappear \u2014 it mainly shows that the transformation plays out at the level of tasks and daily activities, and therefore at the level of the skills being used.<\/p>\n<h3 id=\"mobility-is-opening-up-and-getting-harder-to-read\">Mobility Is Opening Up \u2014 and Getting Harder to Read<\/h3>\n<p>This shift is opening new mobility paths. The same core set of skills can now be valued across several different roles, while a given role might require very different skill combinations depending on how exposed it is to AI.<\/p>\n<p>Career paths are becoming more open, but also harder to read. For employees, it&#8217;s less obvious what a &#8220;natural&#8221; progression looks like. For organizations, it&#8217;s harder to plan around job descriptions alone.<\/p>\n<p>Recent <a href=\"https:\/\/www.oecd.org\/en\/publications\/empowering-the-workforce-in-the-context-of-a-skills-first-approach_345b6528-en\/full-report\/skills-first-in-oecd-countries-concepts-trends-and-implications-for-the-labour-market_0d6ba66f.html\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">OECD research<\/a> points to why a skills-first approach is becoming essential: as much as 40% of workers may need to significantly adjust their skill set to stay employable by 2030, driven by technological change, AI included.<\/p>\n<p><b>Read more:<\/b> <a href=\"\/en-ca\/blog\/skills-based-hiring\/\"><b>The End of the Traditional Resume: The Rise of Skills-Based Hiring<\/b><\/a><\/p>\n<p>The question is no longer just what tomorrow&#8217;s job will look like, but which skills will let someone move from one role to another. Career paths increasingly resemble evolving assemblages \u2014 built out of transfers, hybridizations, and bridges between roles.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\n\n\t\t<section class=\"blog-content section-block black themed no-background\" data-scroll-section>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-8\">\n\t\t\t\t\t\t<div class=\"top\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 id=\"a-strategic-challenge-for-hr-anticipating-and-structuring-career-paths\">A Strategic Challenge for HR: Anticipating and Structuring Career Paths<\/h2>\n<h3 id=\"moving-from-managing-positions-to-managing-skills\">Moving from Managing Positions to Managing Skills<\/h3>\n<p>Faced with these shifts, the role of HR is changing at its core. It&#8217;s no longer just about managing headcount or filling open positions \u2014 it&#8217;s about understanding and structuring increasingly fluid career paths.<\/p>\n<p>Talent management is progressively becoming a more precise discipline: managing the skills portfolio present within the organization.<\/p>\n<p><b>Read more:<\/b> <a href=\"\/en-ca\/blog\/ai-human-skills-hr-challenges\/\"><b>AI and Human Skills: The Role of HR in Organizations<\/b><\/a><\/p>\n<h3 id=\"mapping-skills-to-make-career-paths-more-legible\">Mapping Skills to Make Career Paths More Legible<\/h3>\n<p>In this context, skills mapping becomes a central lever. This exercise is highly useful for:<\/p>\n<ul>\n<li>identifying gaps;<\/li>\n<li>spotting potential;<\/li>\n<li>and building more coherent mobility paths.<\/li>\n<\/ul>\n<p>It also helps move away from reactive management. Instead of waiting for a role to change or a hiring difficulty to surface, an organization can identify ahead of time:<\/p>\n<ul>\n<li>transferable skills;<\/li>\n<li>upskilling needs;<\/li>\n<li>and possible career transitions.<\/li>\n<\/ul>\n<p>In other words, skills mapping isn&#8217;t just about hiring better. It&#8217;s also about guiding people better, training them better, and making their career paths more secure.<\/p>\n<p><b>Read more:<\/b> <a href=\"\/en-ca\/blog\/people-analytics\/\"><b>People Analytics: How to Use HR Data Strategically<\/b><\/a><\/p>\n<h3 id=\"supporting-transitions-instead-of-just-reacting-to-them\">Supporting Transitions Instead of Just Reacting to Them<\/h3>\n<p>The other major challenge is upskilling and requalification. Adapting to AI can&#8217;t rest on individuals alone. It calls for structured programs \u2014 training, coaching, and internal mobility \u2014 capable of keeping pace with the speed of change.<\/p>\n<p>A survey from France&#8217;s LaborIA program, run jointly by the <a href=\"https:\/\/www.laboria.ai\/laboria-explorer-synthese-generale\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Ministry of Labour and Inria<\/a>, found that a large majority of professionals already using AI systems say these tools are changing their tasks, skills, and day-to-day know-how.<\/p>\n<p>For HR, the challenge is to organize clearer, more secure transitions starting now. That means:<\/p>\n<ul>\n<li>clarifying the skills expected going forward;<\/li>\n<li>promoting internal bridges between roles;<\/li>\n<li>and supporting employees through their own evolution.<\/li>\n<\/ul>\n<h3 id=\"to-go-further\"><b>To go further:<\/b><\/h3>\n<ul>\n<li><a href=\"\/en-ca\/blog\/how-ai-is-revolutionizing-recruitment\/\"><b>How AI Is Revolutionizing Recruitment: A Complete Guide<\/b><\/a><\/li>\n<li><a href=\"\/en-ca\/blog\/hr-time-consuming-tasks\/\"><b>5 Most Time-Consuming HR Tasks<\/b><\/a><\/li>\n<li><a href=\"\/en-ca\/blog\/la-ligue-de-lenseignement-simplifies-human-resources-management-with-sigma-hrs-hcm-software\/\"><b>La Ligue de l&#8217;Enseignement Simplifies HR Management with SIGMA-HR<\/b><\/a><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\n\n\t<section class=\"blog-faq section-block black themed no-background\" data-scroll-section>\n\t\t<div class=\"container\">\n\t\t\t<div class=\"row row-main\">\n\t\t\t\t<div class=\"col-md-8\">\n\t\t\t\t\t\n\t\t\t\t\t<h2 class=\"title-2\">FAQ\n<\/h2>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"row row-faq\">\n\t\t\t\t\t\t\t\t\t<div class=\"col-md-8 right-column\">\n\t\t\t\t\t\t<div class=\"open-collapse-container\" data-collapser-module=\"default\">\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"255d85d6d193b6b43a074d26581073160\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-255d85d6d193b6b43a074d26581073160\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p><strong>Is AI actually eliminating jobs, or just changing them?<\/strong><\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-255d85d6d193b6b43a074d26581073160\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>Most evidence points to task-level transformation rather than mass job elimination: within a given role, some tasks get automated while others shift toward analysis, judgment, and coordination \u2014 changing what the job involves more than removing it outright.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"ae081fca8dab3c685223f85ff164cb551\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-ae081fca8dab3c685223f85ff164cb551\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p><strong>Why are career paths becoming less linear?<\/strong><\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-ae081fca8dab3c685223f85ff164cb551\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>As AI reshapes which tasks matter within a role, career progression is increasingly built around transferable skills rather than fixed job titles, making paths more hybrid, cross-functional, and individualized.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"39f89bad425922fa0fb108d9f9124d692\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-39f89bad425922fa0fb108d9f9124d692\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p><strong>How much of today&#8217;s work could actually be automated by 2030?<\/strong><\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-39f89bad425922fa0fb108d9f9124d692\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>Estimates vary by region and methodology, but McKinsey Global Institute projects roughly 27% of hours worked in Europe and 30% in the United States could be automated by 2030, accelerated by generative AI \u2014 a task-level shift, not a one-to-one job loss figure.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"66458ccd63088d349ffd7860c7f669f83\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-66458ccd63088d349ffd7860c7f669f83\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p><strong>What is a &#8220;skills-first&#8221; approach, and why does it matter now?<\/strong><\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-66458ccd63088d349ffd7860c7f669f83\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>It&#8217;s an HR approach that manages talent around skills portfolios rather than job titles or degrees \u2014 increasingly necessary as the OECD estimates up to 40% of workers may need to significantly adjust their skill sets to stay employable by 2030.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"c906cbfe991413641db6d0b0d080a04c4\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-c906cbfe991413641db6d0b0d080a04c4\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p><strong>How can HR teams prepare employees for these shifting career paths?<\/strong><\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-c906cbfe991413641db6d0b0d080a04c4\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>Common levers include skills mapping to spot gaps and transferable skills, structured upskilling and internal mobility programs, and clearer communication about which skills open which future paths.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t<script type=\"application\/ld+json\">{\n    \"@context\": \"https:\/\/schema.org\",\n    \"@type\": \"FAQPage\",\n    \"mainEntity\": [\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is AI actually eliminating jobs, or just changing them?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"<p>Most evidence points to task-level transformation rather than mass job elimination: within a given role, some tasks get automated while others shift toward analysis, judgment, and coordination \u2014 changing what the job involves more than removing it outright.<\/p>\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Why are career paths becoming less linear?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"<p>As AI reshapes which tasks matter within a role, career progression is increasingly built around transferable skills rather than fixed job titles, making paths more hybrid, cross-functional, and individualized.<\/p>\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"How much of today&#8217;s work could actually be automated by 2030?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"<p>Estimates vary by region and methodology, but McKinsey Global Institute projects roughly 27% of hours worked in Europe and 30% in the United States could be automated by 2030, accelerated by generative AI \u2014 a task-level shift, not a one-to-one job loss figure.<\/p>\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"What is a &#8220;skills-first&#8221; 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What it&#8217;s really doing is redefining their content \u2014 and career paths along with it.<\/p>\n","protected":false},"author":6,"featured_media":589,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","_members_access_role":[],"_members_access_error":""},"categories":[38],"article_type":[57],"class_list":["post-749","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-digital-transformation","article_type-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI and Career Paths: How Skills Reshape Work | Sigmia<\/title>\n<meta name=\"description\" content=\"AI is not eliminating jobs at scale. It is redefining tasks, skills, and career paths. See what this shift means for HR strategy and workforce planning.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.sigmia.com\/en-ca\/ai-career-paths\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI and Career Paths: How Skills Reshape Work\" \/>\n<meta property=\"og:description\" content=\"AI is not eliminating jobs at scale. It is redefining tasks, skills, and career paths. 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