{"id":207,"date":"2026-09-01T13:45:00","date_gmt":"2026-09-01T13:45:00","guid":{"rendered":"https:\/\/getaiwork.com\/articles\/?p=207"},"modified":"2026-08-27T02:55:29","modified_gmt":"2026-08-27T02:55:29","slug":"ai-certification-vs-degree","status":"publish","type":"post","link":"https:\/\/getaiwork.com\/articles\/ai-certification-vs-degree\/","title":{"rendered":"AI Certification vs Degree: What Employers Check"},"content":{"rendered":"<style>\n.gaw-updated{font-size:.85rem;color:#64748b;margin:0 0 1.2rem}\n.gaw-answer{background:#eef6ff;border-left:5px solid #1d4ed8;padding:1.1rem 1.3rem;border-radius:0 10px 10px 0;margin:1.4rem 0;font-size:1.05rem;line-height:1.6}\n.gaw-answer strong{color:#1e3a8a}\n.gaw-facts{background:#f8fafc;border:1px solid #e2e8f0;border-radius:10px;padding:1.1rem 1.4rem;margin:1.4rem 0}\n.gaw-facts p{margin:0 0 .4rem;font-weight:700;font-size:.95rem;text-transform:uppercase;letter-spacing:.04em;color:#475569}\n.gaw-facts ul{margin:.4rem 0 0 1.1rem;padding:0}\n.gaw-facts li{margin:.35rem 0;line-height:1.5}\n.gaw-tablewrap{overflow-x:auto;margin:1.4rem 0}\n.gaw-table{border-collapse:collapse;width:100%;font-size:.95rem}\n.gaw-table th{background:#0f172a;color:#fff;text-align:left;padding:.6rem .8rem}\n.gaw-table td{border-bottom:1px solid #e2e8f0;padding:.6rem .8rem;vertical-align:top}\n.gaw-table tr:nth-child(even) td{background:#f8fafc}\n.gaw-cta{background:linear-gradient(135deg,#0f172a,#1e3a8a);color:#fff;border-radius:14px;padding:1.5rem 1.6rem;margin:2rem 0;text-align:center}\n.gaw-cta p{color:#e2e8f0;margin:.3rem 0 1rem}\n.gaw-cta strong{color:#fff;font-size:1.15rem}\n.gaw-cta a.gaw-btn{display:inline-block;background:#34d399;color:#052e22;font-weight:800;padding:.85rem 1.6rem;border-radius:999px;text-decoration:none}\n.gaw-cta .gaw-sub{font-size:.8rem;color:#94a3b8;margin-top:.7rem}\n.gaw-author{display:flex;gap:1rem;align-items:center;background:#f8fafc;border:1px solid #e2e8f0;border-radius:12px;padding:1rem 1.2rem;margin:2rem 0}\n.gaw-author img{width:64px;height:64px;border-radius:50%;object-fit:cover;flex-shrink:0}\n.gaw-author p{margin:.15rem 0;font-size:.92rem;line-height:1.45}\n.gaw-faq h3{margin:1.3rem 0 .35rem;font-size:1.06rem}\n.gaw-faq p{margin:0 0 .6rem}\n.gaw-toc{background:#f8fafc;border:1px solid #e2e8f0;border-radius:10px;padding:.9rem 1.3rem;margin:1.2rem 0;font-size:.93rem}\n.gaw-toc ul{margin:.3rem 0 0 1rem;padding:0}\n.gaw-verdict{background:#f0fdf4;border:1px solid #bbf7d0;border-radius:10px;padding:1rem 1.3rem;margin:1.4rem 0;line-height:1.6}\n<\/style>\n<p class=\"gaw-updated\">By <a href=\"\/articles\/about\/\">Mufy Pachorawala<\/a>, founder of getAIwork \u00b7 Last updated: <strong>September 1, 2026<\/strong><\/p>\n<div class=\"gaw-answer\"><strong>They answer different questions, so the comparison is usually the wrong one.<\/strong> A degree signals sustained capability over years and opens doors that check for it, including research, visas and large graduate schemes. A certification signals current, specific, verifiable knowledge and takes weeks. For most people entering AI work in 2026, the deciding factor is neither: it is whether you can show something you built.<\/div>\n<div class=\"gaw-facts\">\n<p>Key facts<\/p>\n<ul>\n<li><strong>58% of the 1,279 live listings on the getAIwork board ask for advanced skills<\/strong> as of August 27, 2026, and only 11% are beginner-friendly, from 38,853 posts screened to date<\/li>\n<li><strong>A degree costs years and tens of thousands. A vendor certification costs $99 to $200 and weeks.<\/strong> That ratio is the entire practical difference<\/li>\n<li><strong>28% of live listings are words-centred<\/strong>, covering writing, prompting and linguistic review, which is the segment where neither a degree nor a certification is usually the gate<\/li>\n<li><strong>Certifications expire and degrees do not.<\/strong> AWS credentials last three years, NVIDIA two, Microsoft associate-level one year with free renewal. A degree is permanent and slowly becomes historical<\/li>\n<li><strong>Nobody is promising an outcome here.<\/strong> Both are inputs. The output depends on what you do with either one<\/li>\n<\/ul>\n<\/div>\n<div class=\"gaw-toc\"><strong>On this page:<\/strong><\/p>\n<ul>\n<li><a href=\"#difference\">What is the real difference between a degree and a certification?<\/a><\/li>\n<li><a href=\"#employers\">Which do employers actually prefer?<\/a><\/li>\n<li><a href=\"#need-degree\">Do you need a degree for AI jobs in 2026?<\/a><\/li>\n<li><a href=\"#instead\">When is a certification the better choice?<\/a><\/li>\n<li><a href=\"#both\">Is there a case for both?<\/a><\/li>\n<li><a href=\"#third\">The third option nobody markets<\/a><\/li>\n<li><a href=\"#faq\">FAQ<\/a><\/li>\n<\/ul>\n<\/div>\n<h2 id=\"difference\">What is the real difference between a degree and a certification?<\/h2>\n<p>Duration and claim. A degree claims you sustained intellectual work across years and were assessed by people who watched you do it. A certification claims you knew a defined body of material on one specific day. Both claims are true and neither is the same as &#8220;can do the job&#8221;, which is the claim everyone is actually trying to make.<\/p>\n<div class=\"gaw-tablewrap\">\n<table class=\"gaw-table\">\n<thead>\n<tr>\n<th>Dimension<\/th>\n<th>Degree<\/th>\n<th>Certification<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Time<\/td>\n<td>Two to four years, longer for postgraduate<\/td>\n<td>Two to twelve weeks of part-time study<\/td>\n<\/tr>\n<tr>\n<td>Listed cost<\/td>\n<td>Thousands to tens of thousands<\/td>\n<td>$99 to $200 for major vendor exams<\/td>\n<\/tr>\n<tr>\n<td>What it signals<\/td>\n<td>Sustained capability, foundations, discipline<\/td>\n<td>Current, specific, verifiable tool knowledge<\/td>\n<\/tr>\n<tr>\n<td>Expiry<\/td>\n<td>Never, though relevance fades<\/td>\n<td>One to three years for most vendors<\/td>\n<\/tr>\n<tr>\n<td>Opens<\/td>\n<td>Research, visas, graduate schemes, regulated roles<\/td>\n<td>Recruiter filters, partner requirements, internal moves<\/td>\n<\/tr>\n<tr>\n<td>Weakness<\/td>\n<td>Slow, expensive, can be years behind the tooling<\/td>\n<td>Narrow, vendor-locked, easy to acquire without depth<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>Notice that the weaknesses are almost exact mirrors. A degree is broad and stale; a certification is current and narrow. That symmetry is why the &#8220;versus&#8221; framing keeps producing arguments that go nowhere.<\/p>\n<figure style=\"margin:1.8rem 0\"><img decoding=\"async\" src=\"https:\/\/getaiwork.com\/articles\/wp-content\/uploads\/2026\/08\/ai-certification-vs-degree-photo1.jpg\" alt=\"A degree signals years; a certification signals a specific day\" loading=\"lazy\" style=\"width:100%;height:auto;border-radius:12px;display:block\"\/><\/figure>\n<h2 id=\"employers\">Which do employers actually prefer in 2026?<\/h2>\n<p>It depends entirely on who is reading. Research labs and regulated sectors still filter hard on degrees. Enterprise IT and consultancies filter on vendor certifications because their partner status requires certified headcount. Startups filter on evidence and will ask you to explain something. The same resume gets three different verdicts.<\/p>\n<div class=\"gaw-tablewrap\">\n<table class=\"gaw-table\">\n<thead>\n<tr>\n<th>Employer<\/th>\n<th>Degree weight<\/th>\n<th>Certification weight<\/th>\n<th>What actually decides it<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AI research labs<\/td>\n<td>Very high, often postgraduate<\/td>\n<td>Low<\/td>\n<td>Publications, research contributions<\/td>\n<\/tr>\n<tr>\n<td>Enterprise IT and consultancies<\/td>\n<td>Moderate<\/td>\n<td>High<\/td>\n<td>Named vendor credential, current and verifiable<\/td>\n<\/tr>\n<tr>\n<td>Government and regulated sectors<\/td>\n<td>High<\/td>\n<td>High<\/td>\n<td>Procurement lists both explicitly<\/td>\n<\/tr>\n<tr>\n<td>Startups and scale-ups<\/td>\n<td>Low<\/td>\n<td>Low to moderate<\/td>\n<td>Shipped work and reasoning in the interview<\/td>\n<\/tr>\n<tr>\n<td>AI training and annotation platforms<\/td>\n<td>Low, higher for specialist queues<\/td>\n<td>Low<\/td>\n<td>A qualification task you pass or fail that day<\/td>\n<\/tr>\n<tr>\n<td>Freelance clients<\/td>\n<td>Low<\/td>\n<td>Low<\/td>\n<td>Portfolio, references, responsiveness<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>The practical move is not to argue about the average. It is to read 20 live listings in the exact role you want and count what they name. The answer is usually sitting in plain text in the requirements section, which is a considerably cheaper research method than either option under discussion.<\/p>\n<div class=\"gaw-cta\"><strong>Read what the roles actually require<\/strong><\/p>\n<p>Take the 2-minute match quiz and see which of the 1,279 live AI listings fit your background, and what they ask for.<\/p>\n<p><a class=\"gaw-btn\" href=\"https:\/\/getaiwork.com\/?h=cert&amp;utm_source=articles&amp;utm_medium=organic&amp;utm_content=ai-certification-vs-degree\">Take the 2-minute match quiz \u2192<\/a><\/p>\n<div class=\"gaw-sub\">Free to take \u00b7 real listings, screened daily \u00b7 no income promises, ever<\/div>\n<\/div>\n<h2 id=\"need-degree\">Do you need a degree for AI jobs in 2026?<\/h2>\n<p>For most AI work, no. For some AI work, absolutely and non-negotiably. Research positions, roles requiring a work visa, and regulated or government contexts frequently make a degree a hard requirement rather than a preference. Applied engineering, platform task work, freelance AI work and most product roles do not.<\/p>\n<p>The board data reflects that split rather than resolving it. 58% of live listings ask for advanced skills, but &#8220;advanced skills&#8221; and &#8220;a degree&#8221; are not the same requirement, and plenty of the advanced listings care about demonstrable ability rather than where it came from. Our guide to <a href=\"\/articles\/ai-jobs-no-experience\/\">AI jobs with no experience<\/a> covers the routes where credentials matter least.<\/p>\n<p>One caveat worth stating plainly: if you already have a degree in anything, you have already cleared most degree filters. Employers asking for &#8220;a bachelor&#8217;s degree&#8221; usually mean any bachelor&#8217;s degree. People underestimate how often this is true and spend years solving a problem they do not have.<\/p>\n<figure style=\"margin:1.8rem 0\"><img decoding=\"async\" src=\"https:\/\/getaiwork.com\/articles\/wp-content\/uploads\/2026\/08\/ai-certification-vs-degree-photo2.jpg\" alt=\"The same resume gets three different verdicts from three employer types\" loading=\"lazy\" style=\"width:100%;height:auto;border-radius:12px;display:block\"\/><\/figure>\n<h2 id=\"instead\">When is a certification clearly the better choice?<\/h2>\n<p>Four situations. When you already have a degree in something else, when you are mid-career and cannot pause for two years, when your target employers name specific vendor credentials, and when you need to prove your knowledge is current rather than that you once studied. All four are common, and all four favour the cheap fast option.<\/p>\n<ul>\n<li><strong>You have a degree already.<\/strong> The filter is cleared. Adding a second degree solves a problem you no longer have; a certification adds the current, specific signal that your existing degree does not carry.<\/li>\n<li><strong>You are mid-career.<\/strong> Two years out of the workforce costs far more than the tuition. A twelve-week credential plus a built project fits alongside a job, which is the only plan most people can actually execute.<\/li>\n<li><strong>Your targets name vendors.<\/strong> If listings say &#8220;Azure AI certification preferred&#8221;, that is a filter with an exact key. Buy the key.<\/li>\n<li><strong>Your knowledge needs a date on it.<\/strong> A 2019 computer science degree says nothing about generative AI. A 2026 vendor credential does, which is the one thing certifications do better than degrees.<\/li>\n<\/ul>\n<h2 id=\"both\">Is there a case for having both?<\/h2>\n<p>Yes, and it is the most common profile among people who get hired into serious AI roles. The degree clears the structural filters and provides foundations; the certification proves currency and vendor fluency. Together they cover each other&#8217;s weakness. Separately they each leave a visible gap that an interviewer will find.<\/p>\n<p>If you are choosing an order, the useful sequence is degree first if you are young and have the runway, certification first if you are already working. Doing both at once is possible and mostly produces a tired person with two half-finished things, which impresses nobody and costs the same as finishing one.<\/p>\n<h2 id=\"third\">The third option nobody markets<\/h2>\n<p>Build something and get paid to do real work. It costs nothing, it produces evidence rather than a claim about evidence, and it is the only one of the three options that is also income. It does not photograph well on a LinkedIn post, which may be why it gets so much less airtime than the other two.<\/p>\n<p>Three concrete forms it takes:<\/p>\n<ul>\n<li><strong>One small finished AI system.<\/strong> Input, model call, error handling, output a human uses. The boring parts are the parts that signal competence, because they are the parts most people skip.<\/li>\n<li><strong>A documented accuracy record on a paid AI training platform.<\/strong> Issued by people with money at stake, which makes it a harder credential to fake than any exam. See <a href=\"\/articles\/ai-training-jobs-no-experience\/\">AI training jobs with no experience<\/a>.<\/li>\n<li><strong>A rewritten resume around AI-adjacent work you already did.<\/strong> Most people have more of it than they think and describe none of it. Costs an afternoon and zero dollars, and frequently outperforms both other options.<\/li>\n<\/ul>\n<p>None of this makes degrees or certifications worthless. It makes them supporting evidence for a claim your work should be making first. For the cost comparison across every major exam, see <a href=\"\/articles\/ai-certification-cost\/\">AI certification cost in 2026<\/a>, and for whether to buy one at all, <a href=\"\/articles\/are-ai-certifications-worth-it\/\">are AI certifications worth it<\/a>.<\/p>\n<figure style=\"margin:1.8rem 0\"><img decoding=\"async\" src=\"https:\/\/getaiwork.com\/articles\/wp-content\/uploads\/2026\/08\/ai-certification-vs-degree-photo3.jpg\" alt=\"The third option is evidence: build something and get paid for real work\" loading=\"lazy\" style=\"width:100%;height:auto;border-radius:12px;display:block\"\/><\/figure>\n<div class=\"gaw-cta\"><strong>Let the listings decide, not the debate<\/strong><\/p>\n<p>1,279 live AI listings, screened and human-approved, filled ones deleted daily. See what your target roles actually require.<\/p>\n<p><a class=\"gaw-btn\" href=\"https:\/\/getaiwork.com\/?h=cert&amp;utm_source=articles&amp;utm_medium=organic&amp;utm_content=ai-certification-vs-degree\">See the live board \u2192<\/a><\/p>\n<div class=\"gaw-sub\">Free to take \u00b7 real listings, screened daily \u00b7 no income promises, ever<\/div>\n<\/div>\n<h2 id=\"faq\">Frequently asked questions<\/h2>\n<div class=\"gaw-faq\">\n<h3>Is an AI certification better than a degree?<\/h3>\n<p>Neither is better in general; they answer different questions. A degree signals sustained capability and opens research, visa and graduate-scheme doors. A certification signals current specific knowledge cheaply and quickly. The right choice depends on which filter stands between you and the role you want.<\/p>\n<h3>Can I get an AI job without a degree?<\/h3>\n<p>In many areas yes. Applied engineering, freelance AI work, product roles and paid AI training platforms generally hire on demonstrated ability. Research positions, visa-dependent roles and regulated or government work frequently require a degree as a hard condition rather than a preference.<\/p>\n<h3>Do employers check whether your degree is in computer science?<\/h3>\n<p>Often less than people assume. Many listings ask for a bachelor&#8217;s degree in any field, so anyone holding one has already cleared that filter. Specific subject requirements are most common in research, regulated sectors and roles with visa implications.<\/p>\n<h3>Will a certification make up for not having a degree?<\/h3>\n<p>It substitutes for some filters and not others. Vendor certifications clear recruiter and partner-requirement filters effectively. They do not clear a hard degree requirement in a job posting, and no amount of certification will change a procurement rule.<\/p>\n<h3>Which is faster for changing careers into AI?<\/h3>\n<p>A certification, by a wide margin: weeks rather than years, and $99 to $200 rather than tuition. The realistic career-change plan pairs one recognised credential with one finished project, because the credential opens the filter and the project wins the interview.<\/p>\n<h3>Do AI certifications expire and degrees do not?<\/h3>\n<p>Correct. Most vendor certifications are valid one to three years, with Microsoft associate-level credentials expiring annually but renewing free online. A degree never expires, though its relevance to fast-moving tooling fades, which is precisely the gap certifications fill.<\/p>\n<h3>What do AI training platforms require?<\/h3>\n<p>Neither, usually. Platforms screen with their own qualification tasks rather than credentials, and for specialist queues a professional background in a field matters more than any certificate. It is one of the few routes where what you can demonstrate today is the whole assessment.<\/p>\n<h3>Should I do a master&#8217;s degree in AI?<\/h3>\n<p>It is worth it for research careers, visa pathways and roles that name it explicitly, and it is a very expensive way to learn applied tooling otherwise. If your target listings do not mention postgraduate study, the money and years are usually better spent elsewhere.<\/p>\n<\/div>\n<p><script type=\"application\/ld+json\">{\"@context\": \"https:\/\/schema.org\", \"@type\": \"FAQPage\", \"mainEntity\": [{\"@type\": \"Question\", \"name\": \"Is an AI certification better than a degree?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"Neither is better in general; they answer different questions. 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It is one of the few routes where what you can demonstrate today is the whole assessment.\"}}, {\"@type\": \"Question\", \"name\": \"Should I do a master's degree in AI?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"It is worth it for research careers, visa pathways and roles that name it explicitly, and it is a very expensive way to learn applied tooling otherwise. If your target listings do not mention postgraduate study, the money and years are usually better spent elsewhere.\"}}]}<\/script><\/p>\n<div class=\"gaw-author\"><img decoding=\"async\" src=\"https:\/\/getaiwork.com\/mufy.jpg\" alt=\"Mufy Pachorawala\"\/><\/p>\n<div>\n<p><strong>Mufy Pachorawala<\/strong> \u00b7 Founder, <a href=\"https:\/\/getaiwork.com\/\">getAIwork<\/a><\/p>\n<p>My AI scans thousands of AI-job posts (38,853 screened so far) and I personally approve every listing before it reaches the board. I write these articles by the same rules: pay quoted only as listed, and no income promises. <a href=\"\/articles\/about\/\">Read our editorial rules<\/a>.<\/p>\n<\/div>\n<\/div>\n<p><em>Related: <a href='\/articles\/are-ai-certifications-worth-it\/'>Are AI certifications worth it?<\/a> \u00b7 <a href='\/articles\/ai-certification-cost\/'>AI certification cost<\/a> \u00b7 <a href='\/articles\/ai-jobs-no-experience\/'>AI jobs with no experience<\/a> \u00b7 <a href='\/articles\/ai-jobs\/'>AI jobs in 2026<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI certification vs degree in 2026: what each one signals, which employers weight which, and the third option that beats both for most people.<\/p>\n","protected":false},"author":2,"featured_media":203,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[20,22,27,24],"class_list":["post-207","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-certification","tag-ai-careers","tag-ai-certification","tag-ai-jobs-without-a-degree","tag-learn-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Certification vs Degree: What Employers Check - getAIwork Articles<\/title>\n<meta name=\"description\" content=\"AI certification vs degree in 2026: what each one signals, which employers weight which, and the third option that beats both for most people.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/getaiwork.com\/articles\/ai-certification-vs-degree\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Certification vs Degree: What Employers Check - getAIwork Articles\" \/>\n<meta property=\"og:description\" content=\"AI certification vs degree in 2026: what each one signals, which employers weight which, and the third option that beats both for most people.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/getaiwork.com\/articles\/ai-certification-vs-degree\/\" \/>\n<meta property=\"og:site_name\" content=\"getAIwork Articles\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-01T13:45:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/getaiwork.com\/articles\/wp-content\/uploads\/2026\/08\/ai-certification-vs-degree-card2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Mufy Pachorawala\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Mufy Pachorawala\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/getaiwork.com\\\/articles\\\/ai-certification-vs-degree\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/getaiwork.com\\\/articles\\\/ai-certification-vs-degree\\\/\"},\"author\":{\"name\":\"Mufy Pachorawala\",\"@id\":\"https:\\\/\\\/getaiwork.com\\\/articles\\\/#\\\/schema\\\/person\\\/c31cd7f6a7921d0e146cb06c49b0d39d\"},\"headline\":\"AI Certification vs Degree: What Employers Check\",\"datePublished\":\"2026-09-01T13:45:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/getaiwork.com\\\/articles\\\/ai-certification-vs-degree\\\/\"},\"wordCount\":1855,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/getaiwork.com\\\/articles\\\/ai-certification-vs-degree\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/getaiwork.com\\\/articles\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/ai-certification-vs-degree-card2.png\",\"keywords\":[\"AI careers\",\"AI certification\",\"AI jobs without a degree\",\"learn AI\"],\"articleSection\":[\"AI Skills &amp; 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