{"id":62429,"date":"2024-05-07T20:54:20","date_gmt":"2024-05-07T20:54:20","guid":{"rendered":"https:\/\/explore.local\/2024\/05\/07\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/"},"modified":"2025-04-04T20:28:58","modified_gmt":"2025-04-04T20:28:58","slug":"ai-taxonomies-for-skills-actionable-steps-for-career-goals","status":"publish","type":"post","link":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/","title":{"rendered":"AI Taxonomies for Skills: Actionable Steps for Career Goals"},"content":{"rendered":"\n<p>First, it was competency frameworks. Then it was skill taxonomies. Both suffer from the same challenges: they\u2019re hard to build and even harder to keep up to date.<\/p>\n\n\n\n<p>Can AI help? Let\u2019s find out.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Why do organizations need taxonomies?<\/strong><\/h2>\n\n\n\n<p>For most companies, employees are the biggest expense (and asset). But how companies invest in those employees can quickly become disjointed. If the job description, interviewing process, onboarding, performance management, and career pathing aren\u2019t in sync, you create a mess. It reminds me of coaching my daughter&#8217;s soccer team: I yell for kids to stay in their positions and the parents yell \u201cGo get the ball!\u201d The result is chaos and confusion.&nbsp;<\/p>\n\n\n\n<p><strong>Taxonomies create a shared understanding <\/strong>of what\u2019s important. Companies use taxonomies to organize resources (discovery), connect people to opportunities (matching), and align activity to insights (reporting). Taxonomies can align each part of the talent lifecycle. As HR expert <a href=\"https:\/\/www.linkedin.com\/pulse\/how-integrated-framework-taxonomy-advances-hr-why-human-dave-ulrich-64kff\/\">Dave Ulrich says<\/a>: \u201cEvery discipline, to become a sustainable science, uses systematics (classification of separate items into common groups) to create taxonomies (types of things that go together) to make progress.\u201d&nbsp;<\/p>\n\n\n\n<p><strong>Taxonomies<\/strong> <strong>make the ambiguous actionable<\/strong>. Has a business leader told employees to \u201cimprove your business acumen\u201d and left them wondering what that even means? Are there roles your people are interested in but they don\u2019t know the steps needed to get those roles? Taxonomies can help. Taxonomies break complex ideas or challenges into smaller, more actionable steps.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/5_7_24_Expirements-2_Blog-in-post-1-1024x576.png\" alt=\"\" class=\"wp-image-42367\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">E<strong>xperiment No. 1: Skills Taxonomy for a Generic Role<\/strong><\/h2>\n\n\n\n<p>First, let\u2019s create a skill taxonomy for a fairly generic role using AI. This taxonomy could serve as the backbone for writing job descriptions, guiding interview questions, building training programs, and helping form the criteria for performance management conversations. We\u2019ll do this one as a video so you can see the process.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Experimenting with AI-Driven Skill Taxonomies\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube-nocookie.com\/embed\/cH6jseGU9oE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>The taxonomy came together fast and the results look reasonable. I could easily add or remove extra layers of details (even getting into tasks within a skill). Being able to drill down let me get as granular as necessary.&nbsp;<\/p>\n\n\n\n<p>This would be a great place to start a taxonomy effort.<\/p>\n\n\n\n<p>The biggest downside is allowing the AI to make its own judgments (within the parameters of our prompt) to come up with its own skills. It doesn\u2019t use a predefined list of skills which limits the ability of the taxonomy to create a common language across tools and applications.<\/p>\n\n\n\n<p>The real benefit will come when the dynamic capabilities of the AI are combined with a company\u2019s internal skills language. This will require some extra implementation, but it is definitely doable and something you should watch out for from the Degreed product team in the future.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Experiment No. 2: Skills Taxonomy for a Hyper-specific Role<\/strong><\/h2>\n\n\n\n<p><\/p>\n\n\n\n<p>Every company has unique sets of job titles. Let\u2019s see how well the AI does when we select a very specific role. Using the same process for our previous experiment, here\u2019s the result:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/cfe-1024x710.png\" alt=\"\" class=\"wp-image-42386\"\/><\/figure>\n\n\n\n<p>The more detailed skills are cut off in the screenshot, but even without any edits, the results look impressive. This could be a great way to build out skill taxonomies, especially for roles that wouldn\u2019t typically have good skill suggestions from your HR and L&D tools.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Experiment No. 3: Highlighting Skills That Are Out of Date<\/strong><\/h2>\n\n\n\n<p>Keeping taxonomies up to date is such a manual, time-consuming task. Let\u2019s see if AI can do the heavy lifting and identify which skills in a taxonomy may be out of date (e.g. it lists an old technology).<\/p>\n\n\n\n<p>To do this we aren\u2019t creating a new taxonomy. Instead, we\u2019re evaluating our existing taxonomy with customizable criteria. First I\u2019ll create a rubric with values for \u201cCurrent\u201d and \u201cOut of Date\u201d and then ask the AI to classify each skill according to the rubric.<\/p>\n\n\n\n<p>Here\u2019s a video to show the steps:<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Keeping Skill Taxonomies Updated with AI\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube-nocookie.com\/embed\/IPKmDjWZeNU?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>You can see that one skill\u2014React 16\u2014was flagged as being out of date. React is a technology library that is on version 18, so React 16 was rightfully flagged. Having a system like this would make it easy to identify when and where you would need to make updates.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Experiment No. 4: Highlighting Increasing or Decreasing Demand for Skills<\/strong><\/h2>\n\n\n\n<p>To have our taxonomies guide talent decisions, it would be helpful if we knew which skills were becoming increasingly important. Let\u2019s create another custom rubric and see if AI can help us identify which skills are increasing, or decreasing, in demand.<\/p>\n\n\n\n<p>Here are the results:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/CSR-1024x713.png\" alt=\"\" class=\"wp-image-42388\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/PictureDEMAND.png\" alt=\"\" class=\"wp-image-42375\" style=\"width:600px\"\/><\/figure>\n\n\n\n<p>One thing to remember in this type of analysis is that the training data for LLMs can be more than a year old (e.g. April 2023 for GPT-4 Turbo). There are techniques available to provide LLMs with information from search engines to give them up-to-date information. This would be especially useful when trying to make future projections.<\/p>\n\n\n\n<p>This analysis could also be made more powerful if combined with some of your own internal data from your hiring or learning systems.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Experiment No. 5: Highlighting the Impact of AI on Skills<\/strong><\/h2>\n\n\n\n<p>Upskilling takes time, which means it\u2019s helpful to have projections on how skills will change. In this case, we want to see which skills or tasks are more or less likely to be impacted by AI. This would help us plan appropriate skilling initiatives.<\/p>\n\n\n\n<p>After creating another custom rubric, here are the results:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/areas-1024x758.png\" alt=\"\" class=\"wp-image-42381\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/PictureCyber.png\" alt=\"\" class=\"wp-image-42377\" style=\"width:600px\"\/><\/figure>\n\n\n\n<p>Again, the results look fairly reasonable. For this type of in-depth analysis, we could likely improve the results by using different prompting techniques. Techniques such as chain-of-thought reasoning (which makes the LLM approach a problem a step at a time), multi-shot prompting (where you provide examples of good results in your prompt), or using multiple agents (having multiple LLMs work together to do the analysis) would give us even better results.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Experiment No. 6: Showing User Progress Against Skills<\/strong><\/h2>\n\n\n\n<p>So far we\u2019ve used taxonomies at the administrative level\u2014for planning and organizing talent across the company. Let\u2019s now explore the other benefit of taxonomies\u2014their ability to deconstruct goals into more actionable items. This could be useful at the employee level as a way to guide learning and measure progress.<\/p>\n\n\n\n<p>Here we\u2019re visualizing a taxonomy that reflects an employee\u2019s mastery level of each step.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/lav-1024x753.png\" alt=\"\" class=\"wp-image-42382\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/PictureDI.png\" alt=\"\" class=\"wp-image-42378\" style=\"width:530px\"\/><\/figure>\n\n\n\n<p>I love this example because it highlights the power of combining AI capabilities with employee data to create something personalized that you would not get from a generic tool like ChatGPT.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Experiment No. 7: Using Taxonomies to Guide Personal Learning<\/strong><\/h2>\n\n\n\n<p>As we saw in the last experiment, taxonomies can be useful at the individual level. I\u2019m going to use a personal use case for this next one. I\u2019ve been trying to learn photography, but it\u2019s hard to know where to start.<br><br>Here I\u2019ve asked AI to create a personalized learning plan for me based on my specific camera:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/rub-1024x701.png\" alt=\"\" class=\"wp-image-42383\"\/><\/figure>\n\n\n\n<p>This feels like a really nice outline. I would want to remove some things and go deeper in some other areas. But, now that I have this outline, I can imagine adding actions such as \u201cShow me an example\u201d or \u201cGive me ideas on how to practice this.\u201d I could even ask the system to analyze some of my photos and highlight the skills for me to improve. I could also use this outline to create an assessment that could then inform a baseline for each skill.&nbsp;<\/p>\n\n\n\n<p>I think there\u2019s a lot of potential here. This could really get us closer to personalized, dynamic skill-building.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What do you think?&nbsp;<\/strong><\/h2>\n\n\n\n<p>Do you see potential upsides or too many challenging downsides to AI-generated taxonomies? If you have thoughts, or feedback, or would like to build your own taxonomies, please email me at <a href=\"mailto:tblake@degreed.com\" target=\"_blank\" rel=\"noreferrer noopener\">tblake@degreed.com<\/a>. To keep up with updates, <a href=\"https:\/\/www.linkedin.com\/in\/taylornblake\/\" target=\"_blank\" rel=\"noreferrer noopener\">follow me on LinkedIn<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Ready to learn more about taxonomies?<\/strong><\/h2>\n\n\n\n<p>The Degreed Professional Services team offers free consultations. Its core focus is acting as a partner to you, not offering transactional services. Let\u2019s work together to explore your learning strategy, technology goals, and questions about taxonomies.<\/p>\n\n\n\n<p><a href=\"https:\/\/degreed.com\/experience\/professional-services\/\" target=\"_blank\" rel=\"noreferrer noopener\">Book a private consultation with the Degreed Professional<\/a><a href=\"https:\/\/degreed.com\/experience\/professional-services\/\"> Services team.<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/Degreed-Professional-Services-Graphic-1024x576.png\" alt=\"\" class=\"wp-image-41239\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Thank you for experimenting with us.<\/h2>\n\n\n\n<p>We&#8217;ll see you at the next one.<\/p>\n\n\n\n<p>This is the second post in a regular series. You can also <a href=\"https:\/\/degreed.com\/experience\/blog\/degreed-experiments-emerging-technologies\/\" target=\"_blank\" rel=\"noreferrer noopener\">read the first post <em>Degreed Experiments with Emerging Technologies<\/em><\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>First, it was competency frameworks. Then it was skill taxonomies. Both suffer from the same challenges: they\u2019re hard to build and even harder to keep up to date. Can AI help? Let\u2019s find out. Why do organizations need taxonomies? For most companies, employees are the biggest expense (and asset). But how companies invest in those [&hellip;]<\/p>\n","protected":false},"author":126,"featured_media":62440,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[572,592],"tags":[541,547,594],"post_folder":[],"class_list":["post-62429","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-innovation-in-learning","category-skills-talent-mobility","tag-artificial-intelligence","tag-career-mobility","tag-skill-taxonomy"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI Taxonomies for Skills: Actionable Steps for Career Goals - Degreed<\/title>\n<meta name=\"description\" content=\"Can AI help create and manage skill taxonomies? Join us as we experiment with several approaches and explore the potential.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Taxonomies for Skills: Actionable Steps for Career Goals\" \/>\n<meta property=\"og:description\" content=\"Can AI help create and manage skill taxonomies? Join us as we experiment with several approaches and explore the potential.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/\" \/>\n<meta property=\"og:site_name\" content=\"Degreed\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DegreedOfficial\" \/>\n<meta property=\"article:published_time\" content=\"2024-05-07T20:54:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-04-04T20:28:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/5_7_24_Expirements-2_Blog-Header-1200x1200-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"1200\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Taylor Blake\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@degreed\" \/>\n<meta name=\"twitter:site\" content=\"@degreed\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Taylor Blake\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/\"},\"author\":{\"name\":\"Taylor Blake\",\"@id\":\"https:\/\/degreed.com\/experience\/#\/schema\/person\/2268d4c1e6f4f0c6ccd396b42409cda6\"},\"headline\":\"AI Taxonomies for Skills: Actionable Steps for Career Goals\",\"datePublished\":\"2024-05-07T20:54:20+00:00\",\"dateModified\":\"2025-04-04T20:28:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/\"},\"wordCount\":1413,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/degreed.com\/experience\/#organization\"},\"image\":{\"@id\":\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/5_7_24_Expirements-2_Blog-Header-1200x1200-1.png\",\"keywords\":[\"Artificial Intelligence\",\"Career Mobility\",\"Skill Taxonomy\"],\"articleSection\":[\"AI &amp; Innovation in Learning\",\"Skills &amp; Talent Mobility\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/\",\"url\":\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/\",\"name\":\"AI Taxonomies for Skills: Actionable Steps for Career Goals - Degreed\",\"isPartOf\":{\"@id\":\"https:\/\/degreed.com\/experience\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/5_7_24_Expirements-2_Blog-Header-1200x1200-1.png\",\"datePublished\":\"2024-05-07T20:54:20+00:00\",\"dateModified\":\"2025-04-04T20:28:58+00:00\",\"description\":\"Can AI help create and manage skill taxonomies? Join us as we experiment with several approaches and explore the potential.\",\"breadcrumb\":{\"@id\":\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#primaryimage\",\"url\":\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/5_7_24_Expirements-2_Blog-Header-1200x1200-1.png\",\"contentUrl\":\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/5_7_24_Expirements-2_Blog-Header-1200x1200-1.png\",\"width\":1200,\"height\":1200},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/degreed.com\/experience\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Taxonomies for Skills: Actionable Steps for Career Goals\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/degreed.com\/experience\/#website\",\"url\":\"https:\/\/degreed.com\/experience\/\",\"name\":\"Degreed\",\"description\":\"The Learning and Upskilling Platform\",\"publisher\":{\"@id\":\"https:\/\/degreed.com\/experience\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/degreed.com\/experience\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/degreed.com\/experience\/#organization\",\"name\":\"Degreed\",\"url\":\"https:\/\/degreed.com\/experience\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/degreed.com\/experience\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2023\/05\/logo.svg\",\"contentUrl\":\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2023\/05\/logo.svg\",\"caption\":\"Degreed\"},\"image\":{\"@id\":\"https:\/\/degreed.com\/experience\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/DegreedOfficial\",\"https:\/\/x.com\/degreed\",\"https:\/\/www.linkedin.com\/company\/degreed\/\",\"https:\/\/www.youtube.com\/channel\/UCkH3pyPKVngvsZzZlmoH-Mw\",\"https:\/\/www.instagram.com\/degreed\/\"],\"numberOfEmployees\":{\"@type\":\"QuantitativeValue\",\"minValue\":\"201\",\"maxValue\":\"500\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/degreed.com\/experience\/#\/schema\/person\/2268d4c1e6f4f0c6ccd396b42409cda6\",\"name\":\"Taylor Blake\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/avatar1713472109-96x96.png\",\"url\":\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/avatar1713472109-96x96.png\",\"contentUrl\":\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/avatar1713472109-96x96.png\",\"caption\":\"Taylor Blake\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"AI Taxonomies for Skills: Actionable Steps for Career Goals - Degreed","description":"Can AI help create and manage skill taxonomies? Join us as we experiment with several approaches and explore the potential.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/","og_locale":"en_US","og_type":"article","og_title":"AI Taxonomies for Skills: Actionable Steps for Career Goals","og_description":"Can AI help create and manage skill taxonomies? Join us as we experiment with several approaches and explore the potential.","og_url":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/","og_site_name":"Degreed","article_publisher":"https:\/\/www.facebook.com\/DegreedOfficial","article_published_time":"2024-05-07T20:54:20+00:00","article_modified_time":"2025-04-04T20:28:58+00:00","og_image":[{"width":1200,"height":1200,"url":"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/5_7_24_Expirements-2_Blog-Header-1200x1200-1.png","type":"image\/png"}],"author":"Taylor Blake","twitter_card":"summary_large_image","twitter_creator":"@degreed","twitter_site":"@degreed","twitter_misc":{"Written by":"Taylor Blake","Est. reading time":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#article","isPartOf":{"@id":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/"},"author":{"name":"Taylor Blake","@id":"https:\/\/degreed.com\/experience\/#\/schema\/person\/2268d4c1e6f4f0c6ccd396b42409cda6"},"headline":"AI Taxonomies for Skills: Actionable Steps for Career Goals","datePublished":"2024-05-07T20:54:20+00:00","dateModified":"2025-04-04T20:28:58+00:00","mainEntityOfPage":{"@id":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/"},"wordCount":1413,"commentCount":0,"publisher":{"@id":"https:\/\/degreed.com\/experience\/#organization"},"image":{"@id":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#primaryimage"},"thumbnailUrl":"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/5_7_24_Expirements-2_Blog-Header-1200x1200-1.png","keywords":["Artificial Intelligence","Career Mobility","Skill Taxonomy"],"articleSection":["AI &amp; Innovation in Learning","Skills &amp; Talent Mobility"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/","url":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/","name":"AI Taxonomies for Skills: Actionable Steps for Career Goals - Degreed","isPartOf":{"@id":"https:\/\/degreed.com\/experience\/#website"},"primaryImageOfPage":{"@id":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#primaryimage"},"image":{"@id":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#primaryimage"},"thumbnailUrl":"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/5_7_24_Expirements-2_Blog-Header-1200x1200-1.png","datePublished":"2024-05-07T20:54:20+00:00","dateModified":"2025-04-04T20:28:58+00:00","description":"Can AI help create and manage skill taxonomies? Join us as we experiment with several approaches and explore the potential.","breadcrumb":{"@id":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#primaryimage","url":"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/5_7_24_Expirements-2_Blog-Header-1200x1200-1.png","contentUrl":"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/5_7_24_Expirements-2_Blog-Header-1200x1200-1.png","width":1200,"height":1200},{"@type":"BreadcrumbList","@id":"https:\/\/degreed.com\/experience\/blog\/ai-taxonomies-for-skills-actionable-steps-for-career-goals\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/degreed.com\/experience\/"},{"@type":"ListItem","position":2,"name":"AI Taxonomies for Skills: Actionable Steps for Career Goals"}]},{"@type":"WebSite","@id":"https:\/\/degreed.com\/experience\/#website","url":"https:\/\/degreed.com\/experience\/","name":"Degreed","description":"The Learning and Upskilling Platform","publisher":{"@id":"https:\/\/degreed.com\/experience\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/degreed.com\/experience\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/degreed.com\/experience\/#organization","name":"Degreed","url":"https:\/\/degreed.com\/experience\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/degreed.com\/experience\/#\/schema\/logo\/image\/","url":"https:\/\/explore.degreed.com\/wp-content\/uploads\/2023\/05\/logo.svg","contentUrl":"https:\/\/explore.degreed.com\/wp-content\/uploads\/2023\/05\/logo.svg","caption":"Degreed"},"image":{"@id":"https:\/\/degreed.com\/experience\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DegreedOfficial","https:\/\/x.com\/degreed","https:\/\/www.linkedin.com\/company\/degreed\/","https:\/\/www.youtube.com\/channel\/UCkH3pyPKVngvsZzZlmoH-Mw","https:\/\/www.instagram.com\/degreed\/"],"numberOfEmployees":{"@type":"QuantitativeValue","minValue":"201","maxValue":"500"}},{"@type":"Person","@id":"https:\/\/degreed.com\/experience\/#\/schema\/person\/2268d4c1e6f4f0c6ccd396b42409cda6","name":"Taylor Blake","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/avatar1713472109-96x96.png","url":"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/avatar1713472109-96x96.png","contentUrl":"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/04\/avatar1713472109-96x96.png","caption":"Taylor Blake"}}]}},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/explore.degreed.com\/experience\/wp-json\/wp\/v2\/posts\/62429","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/explore.degreed.com\/experience\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/explore.degreed.com\/experience\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/explore.degreed.com\/experience\/wp-json\/wp\/v2\/users\/126"}],"replies":[{"embeddable":true,"href":"https:\/\/explore.degreed.com\/experience\/wp-json\/wp\/v2\/comments?post=62429"}],"version-history":[{"count":0,"href":"https:\/\/explore.degreed.com\/experience\/wp-json\/wp\/v2\/posts\/62429\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/explore.degreed.com\/experience\/wp-json\/wp\/v2\/media\/62440"}],"wp:attachment":[{"href":"https:\/\/explore.degreed.com\/experience\/wp-json\/wp\/v2\/media?parent=62429"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/explore.degreed.com\/experience\/wp-json\/wp\/v2\/categories?post=62429"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/explore.degreed.com\/experience\/wp-json\/wp\/v2\/tags?post=62429"},{"taxonomy":"post_folder","embeddable":true,"href":"https:\/\/explore.degreed.com\/experience\/wp-json\/wp\/v2\/post_folder?post=62429"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}