{"id":26831,"date":"2023-07-05T11:08:03","date_gmt":"2023-07-05T09:08:03","guid":{"rendered":"https:\/\/careerfoundry.inbearbeitung.de\/en\/?p=26831"},"modified":"2023-07-05T11:08:03","modified_gmt":"2023-07-05T09:08:03","slug":"ai-product-manager","status":"publish","type":"post","link":"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/product-management\/ai-product-manager\/","title":{"rendered":"What is an AI Product Manager? A Beginner\u2019s Guide"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Any <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/product-management\/how-to-become-a-product-manager\/\" target=\"_blank\" rel=\"noopener\">aspiring product manager<\/a> that happened to browse the internet for the past six months would have noticed that we are in the midst of a societal debate about the role of artificial intelligence. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Suddenly \u201cAI product manager\u201d is a job title that\u2019s appearing.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">While the AI debate is not new, recent advances in the field (think ChatGPT) have ushered in a torrent of experiments and have made headlines along the lines of \u201cwe&#8217;re all about to be replaced by AI\u201d.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">So what does all of this mean to both aspiring and experienced product managers? Let\u2019s explore this through the new role of AI product manager:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong><a href=\"#what-is-an-ai-product-manager\">What is an AI product manager?<\/a><\/strong>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><a href=\"#ai-and-product-management\"><span style=\"font-weight: 400;\">AI and product management<\/span><\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong><a href=\"#what-does-an-ai-product-manager-do\">What does an AI product manager do?<\/a><\/strong>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><a href=\"#ai-product-manager-tasks\"><span style=\"font-weight: 400;\">AI product manager tasks<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><a href=\"#ai-product-manager-tools\"><span style=\"font-weight: 400;\">AI product manager tools<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><a href=\"#ai-product-manager-skills\"><span style=\"font-weight: 400;\">AI product manager skills<\/span><\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong><a href=\"#how-to-become-an-ai-product-manager\">How to become an AI product manager<\/a><\/strong><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong><a href=\"#ai-product-manager-faq\">AI product manager FAQ<\/a><\/strong><\/li>\n<\/ol>\n<h2 id=\"what-is-an-ai-product-manager\"><span style=\"font-weight: 400;\">1. What is an AI product manager?\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">An AI product manager is someone with at least a few years of experience in product. They&#8217;ll typically have enough of a technical background to understand how AI products are built. <\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">Having previous <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/product-management\/what-is-product-management\/\" target=\"_blank\" rel=\"noopener\">experience in product management<\/a> greatly helps them understand and manage matters such as prioritization, business viability, possible business models, and so on. This technical knowledge doesn\u2019t necessarily have to be in Computer Science, but probably in a highly analytical, heavily quantitative subject <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/data-analytics\/what-is-data-analytics\/\" target=\"_blank\" rel=\"noopener\">such as data<\/a>. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">It\u2019s one thing to understand how to build an AI product, it\u2019s another to ensure it can be monetized and used to grow the company.\u00a0<\/span><\/p>\n<h2 id=\"ai-and-product-management\"><span style=\"font-weight: 400;\">2. AI and product management<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">There have been, throughout history, different inflection points when the dawn of the so-called \u201cAge of AI\u201d has been announced.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you want to learn more, Visme created a great recap of the <\/span><a href=\"https:\/\/my.visme.co\/view\/vdpoxy6p-evolution-of-ai\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">last 80 years of AI evolution<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">At each inflection point, product managers have been in demand, honing the specific skillset that was considered fundamental at that particular time. This trend is not only likely to continue, but even to accelerate. <\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">Looking at the quantic leap ushered in by ChatGPT in the last six months, it might give the impression that we&#8217;ll all be out of a job by December. <\/span><span style=\"font-weight: 400;\">And yet the technology behind ChatGPT and other generative AI products\u2014LLMs (<a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/data-analytics\/large-language-models\/\" target=\"_blank\" rel=\"noopener\">Large Language Models<\/a>) is hardly new. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">In 2013, well before becoming a PM, I was hired as an editor of a customized LLM to check the quality of the output being produced. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">LLMs have been used in the translation world for over 20 years: the deep impact of ChatGPT simply shows what can happen when a LLM can be trained with enough data to become generic, and therefore available to the general public.\u00a0<\/span><\/p>\n<h2 id=\"what-does-an-ai-product-manager-do\"><span style=\"font-weight: 400;\">3. What does an AI product manager do?\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">An essential part of any product manager\u2019s job consists of walking a tightrope between a company\u2019s vision and ambitions and the tough reality of building something from scratch that might never have been attempted before.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That becomes exponentially more important when AI is at the core of a product. AI PMs might be asked to combine expertise in both <\/span><a href=\"https:\/\/aws.amazon.com\/what-is\/neural-network\/#:~:text=A%20neural%20network%20is%20a,that%20resembles%20the%20human%20brain.\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Neural Networks<\/span><\/a><span style=\"font-weight: 400;\"> and Deep Learning, as well as <\/span><a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/data-analytics\/predictive-analytics\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Predictive Analytics<\/span><\/a><span style=\"font-weight: 400;\">, for instance.\u00a0<\/span><\/p>\n<h3 id=\"ai-product-manager-tasks\"><span style=\"font-weight: 400;\">AI product manager tasks<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">To a large extent, the tasks any PM might be expected to do will still be there. But you might be using AI to get to them faster.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> ProdPad, primarily a tool to manage roadmaps, has wasted no time in creating an AI-powered feature that would <\/span><a href=\"https:\/\/www.prodpad.com\/product-management-ai\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">supercharge any PM to work five times faster<\/span><\/a><span style=\"font-weight: 400;\">. <\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">AI product managers in charge of developing new AI products will likely need to:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">put together a business case<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">define the dataset<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">build a data model<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">measure the results achieved and iterate<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">For PMs dealing with already existing and established products, they are more likely to be asked to leverage AI\u2019s capabilities to decrease development time, for instance.\u00a0<\/span><\/p>\n<h3 id=\"ai-product-manager-tools\"><span style=\"font-weight: 400;\">AI product manager tools<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">It&#8217;s useful to draw a distinction here between the tools required to build an AI product, and <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/product-management\/ai-for-product-managers\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">AI tools that any PM could conceivably be incorporating in their work<\/span><\/a> in the near future. This last category of tools is mentioned in the subsection: How can product managers use AI? <\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">As for the tools needed to build an AI product, they&#8217;re not dramatically different from those used by <\/span><a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/data-analytics\/how-to-become-a-data-scientist\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">data scientists<\/span><\/a><span style=\"font-weight: 400;\"> or <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/data-analytics\/machine-learning-engineer\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">machine learning engineers<\/span><\/a> (Python being a good example), with the difference that <strong>a product manager will hopefully not be expected to code alongside them<\/strong>.\u00a0<\/span><\/p>\n<h3 id=\"ai-product-manager-skills\"><span style=\"font-weight: 400;\">AI product manager skills<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Many specific skills could be added to this section, but two of them deserve a special highlight:\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">ML: Machine Learning<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">This is a key one. AI PMs don\u2019t necessarily need to have previous experience as ML developers, but they <\/span><b>do<\/b><span style=\"font-weight: 400;\"> need to understand the various architecture options in ML.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">They need to know how it can and cannot work, what it can and cannot do. They also need to know how to explain these nuances to executives and non-technical stakeholders, since this has a direct impact on any timelines stakeholders might attempt to enforce.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Learn more about this in our <\/span><a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/data-analytics\/machine-learning-vs-deep-learning\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">guide to machine learning vs deep learning<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">Ethics and compliance<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Depending on where an AI PM is based, and which geographies their products will be available in, attention to regulations and legal limitations must be taken into account.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A company would be open to lawsuits and fines otherwise. <\/span><a href=\"https:\/\/deon.drivendata.org\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Deon\u2019s Ethics Checklist<\/span><\/a><span style=\"font-weight: 400;\"> is a great place to start familiarizing yourself with this kind of challenge.\u00a0<\/span><\/p>\n<h2 id=\"how-to-become-an-ai-product-manager\"><span style=\"font-weight: 400;\">4. How to become an AI product manager<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Prior to deciding to specialize in the field of AI, it\u2019s an immense asset to have solid product management foundations.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Considering the complexity of building the average AI product, it definitely helps going through a more general PM course, such as <\/span><a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/courses\/become-a-product-manager\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">CareerFoundry Product Management Program<\/span><\/a><span style=\"font-weight: 400;\">. <\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">Due to the skyrocketing increase in interest in AI, recent months have seen more and more AI specialization programmes being offered, some for free, some rather time-intensive.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Each aspiring PM should decide on the best fit, depending on where they currently are in their PM career, their immediate goals and even their educational background.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Here are a few programmes worth considering:<\/span><\/p>\n<ul>\n<li><a href=\"https:\/\/www.udacity.com\/course\/ai-product-manager-nanodegree--nd088\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"font-weight: 400;\">AI Product Manager Nanodegree<\/span><\/a> from <strong>Udacity <\/strong>\u2013Intermediate \u2013 2 months<\/li>\n<li><a href=\"https:\/\/www.coursera.org\/specializations\/ai-product-management-duke\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"font-weight: 400;\">AI Product Management Specialization<\/span><\/a> from <span style=\"font-weight: 400;\"><strong>Duke University via Coursera<\/strong> \u2013 Beginner \u2013 4 months<\/span><\/li>\n<li><a href=\"https:\/\/producthq.org\/product-management-certifications\/ai-product-management-certification\/\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"font-weight: 400;\">AI Product Management certification<\/span><\/a> from <strong>Product HQ<\/strong> \u2013 20 hours self-paced<\/li>\n<li><a href=\"https:\/\/onemonthpm.com\/ai-product-management\/\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"font-weight: 400;\">AI Product Management<\/span><\/a> from <strong>OneMonthPM<\/strong> \u2013 1 month<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Having been a part of several PM communities for the past years, I&#8217;ve witnessed the rise and fall of trends and fads (the distinction between these two is not always obvious). <\/span><\/p>\n<p><span style=\"font-weight: 400;\">I believe it to be much more likely that PMs will find a way to incorporate AI skills into their current line of work, as opposed to deciding to make a radical change towards AI. <\/span><\/p>\n<p><a href=\"https:\/\/info.amplitude.com\/what-is-product-led-growth?utm_source=google-ads&amp;utm_medium=cpc&amp;utm_campaign=Search_EMEA_EN_PLG_Growth&amp;utm_content=147917257565&amp;utm_term=what%20is%20product%20led%20growth&amp;gad=1&amp;gclid=Cj0KCQjw4s-kBhDqARIsAN-ipH3YbePxPRNzsrqsNaoR6Ejmd83oZQ7ZiSMByrnR44RN5_JpTuIMiWwaApfnEALw_wcB\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Product-led growth<\/span><\/a><span style=\"font-weight: 400;\"> is another buzzword that is shaking the product management world, but since its meaning is not so easily translatable to the outside world, it receives substantially less publicity.<\/span><\/p>\n<h2 id=\"ai-product-manager-faq\">5. AI product manager FAQ<\/h2>\n<h3><span style=\"font-weight: 400;\">What is the average AI product manager salary?<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Considering the very recent increase in demand for AI product managers, the average salary for this kind of position in any labor market is a moving target. The situation is likely to continue to evolve in the coming months, and will be strongly dependent on how fundamental companies across different industries consider AI to be regarding their core business. <\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">In the U.S., the average AI product manager salary stands at <\/span><b>$185,602 per year<\/b><span style=\"font-weight: 400;\">, the typical position ranging between $150,000 \u2013 $234,000.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In Germany, the average salary is <\/span><b>\u20ac67,762<\/b><span style=\"font-weight: 400;\">, which is not far off from the \u00a363,220 being offered on average in the UK. This puts the average AI product manager in a mid-level position: the salaries on offer are higher than what a junior product manager might expect, but they\u2019re also far below those of a VP of Product or a <\/span><a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/product-management\/chief-product-officer\/\"><span style=\"font-weight: 400;\">CPO<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">How can product managers use AI?<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The long answer to this question is being written and rewritten every day by product managers around the world (many of whom are trialing ChatGPT as a part-time PM \u201cintern\u201d).\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Now is the time to test, try and iterate with AI. Nevertheless, two key areas where AI appears to be gathering some favor among PMs are <\/span><b>ideation<\/b><span style=\"font-weight: 400;\"> and <\/span><b>automation of repetitive, lower value tasks<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Brainstorming and ideation activities can often be hindered by \u201cblank page syndrome\u201d and in that regard, tools such as ChatGPT can serve as a handy icebreaker or conversation starter. If you need to get started, <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/product-management\/product-management-cheat-sheet\/\" target=\"_blank\" rel=\"noopener\">we&#8217;ve collected 22 prompts for product managers to use<\/a>.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">PMs need however to validate any AI generated ideas against harsh reality: AI does not know the difference between facts and lies, <\/span><a href=\"https:\/\/www.nytimes.com\/2023\/05\/27\/nyregion\/avianca-airline-lawsuit-chatgpt.html?fbclid=IwAR1WZ7AEiGJT-R2wytQxlRIu9z5f8RqEx8lBUE9VMPEqszGTjaZ9Y30mmQQ_aem_th_AWVM-PziDZK5wIyytof9t8pd2fZ4iL_EKUwFX9DlaYjNZGCypkQoiPsS_BJlq83xXD0\" rel=\"noopener\"><span style=\"font-weight: 400;\">as some recent incursions have proven<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Will AI replace product management?\u00a0<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The very short answer to this question would be: <\/span><b>while most tasks can feasibly be automated, relationships still cannot<\/b><span style=\"font-weight: 400;\">. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">From my own experience working as a PM, whenever a seemingly new technology suddenly makes it into mainstream media, the temptation at nearly all levels of an organization is to say \u201cwe need to embrace it, otherwise we\u2019ll be left behind.\u201d <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Chatbots were all the rage around 2016: it had been predicted that customer support as a function would cease to exist, since bots could be easily configured to attend to all needs of every single customer. And yet, relationship building has since proved to be essential to all businesses.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Product management is equal parts technical understanding and enabling synergies. Also, <\/span><b>AI does not possess discerning qualities<\/b><span style=\"font-weight: 400;\">, unlike PMs. Having said that, there will probably become an expectation that PMs update their skillset enough that they know how to incorporate AI in their work.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">6. Conclusion<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The tech industry has turned disruption into a mainstream concept. <\/span><span style=\"font-weight: 400;\">The recent developments in AI, gigantic as they look, are merely the last step in that process of disruption. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">While it would be unwise for product managers to ignore or refuse the existence of AI, of course it won&#8217;t render PMs obsolete.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As I said earlier, effective product management is about relationships and communication, and soft skills as much as hard ones. If you&#8217;re wondering if this career is for you, then try out this <strong><a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/short-courses\/become-a-product-manager\/\">free product management short course<\/a><\/strong> to see if you like it. You&#8217;ll learn about the concepts that make a good PM, and what working as one is like.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">Curious to learn more before deciding to become an AI product manager? Here are some useful links:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/data-analytics\/machine-learning-models\/\"><span style=\"font-weight: 400;\">Learn about Machine Learning models<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/web-development\/ai-and-web-development\/\"><span style=\"font-weight: 400;\">Why AI will not be replacing web developers<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/career-change\/big-tech-layoffs\/\"><span style=\"font-weight: 400;\">How to navigate the tech layoffs landscape<\/span><\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI product manager roles are popping up all over the place. But what does the role involve, and how does it differ from a regular PM role? Find out here.<\/p>\n","protected":false},"author":144,"featured_media":26924,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_lmt_disableupdate":"yes","_lmt_disable":"","footnotes":""},"categories":[55],"tags":[],"class_list":["post-26831","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-management"],"acf":{"homepage_category_featured":false,"cards_inner_programs_lists_left":"","cards_inner_programs_lists_right":"","related_plan_cards":""},"modified_by":"Rash SEO","_links":{"self":[{"href":"https:\/\/careerfoundry.inbearbeitung.de\/en\/wp-json\/wp\/v2\/posts\/26831","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/careerfoundry.inbearbeitung.de\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/careerfoundry.inbearbeitung.de\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/careerfoundry.inbearbeitung.de\/en\/wp-json\/wp\/v2\/users\/144"}],"replies":[{"embeddable":true,"href":"https:\/\/careerfoundry.inbearbeitung.de\/en\/wp-json\/wp\/v2\/comments?post=26831"}],"version-history":[{"count":10,"href":"https:\/\/careerfoundry.inbearbeitung.de\/en\/wp-json\/wp\/v2\/posts\/26831\/revisions"}],"predecessor-version":[{"id":28910,"href":"https:\/\/careerfoundry.inbearbeitung.de\/en\/wp-json\/wp\/v2\/posts\/26831\/revisions\/28910"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/careerfoundry.inbearbeitung.de\/en\/wp-json\/wp\/v2\/media\/26924"}],"wp:attachment":[{"href":"https:\/\/careerfoundry.inbearbeitung.de\/en\/wp-json\/wp\/v2\/media?parent=26831"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/careerfoundry.inbearbeitung.de\/en\/wp-json\/wp\/v2\/categories?post=26831"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/careerfoundry.inbearbeitung.de\/en\/wp-json\/wp\/v2\/tags?post=26831"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}