{"id":77896,"date":"2025-06-26T11:11:00","date_gmt":"2025-06-26T10:11:00","guid":{"rendered":"https:\/\/blog.mindvalley.com\/?p=77896"},"modified":"2026-03-23T10:02:31","modified_gmt":"2026-03-23T10:02:31","slug":"how-to-become-ai-engineer","status":"publish","type":"post","link":"https:\/\/www.mindvalley.com\/blog\/how-to-become-ai-engineer\/","title":{"rendered":"How to become an AI engineer and make bank (without touching a line of code)"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">If you\u2019re here, chances are you want to learn <strong>how to become an AI engineer<\/strong>.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Maybe you\u2019ve played with prompts. Maybe you\u2019ve watched one too many reels about ChatGPT stealing jobs. And maybe you\u2019ve been quietly stacking skills on nights and weekends while everyone else scrolls. But at the same time, you\u2019re not exactly sure where to start.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And while you know you\u2019re not another prompt chaser or headline skimmer, you also know it\u2019s time to pivot from those years of building a career inside other people\u2019s systems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Well, here\u2019s the good news: you can start where you are, no matter your educational background or domain. Yep, that\u2019s the beauty of the no-code era we\u2019re in.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As Mehreen Omer, Mindvalley\u2019s product marketing manager and resident AI expert, puts it, \u201c<em>Anyone can be an AI engineer if they know how to build with AI.\u201d<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-an-ai-engineer\">What is an AI engineer?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">An AI engineer builds smart systems that solve real-world problems. They design workflows, tools, and automations using AI fluency, or the skill of knowing what to build, which model to use, and how to train it to think in context.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But Mehreen, who\u2019s also the co-founder of Crazy Agents, a generative AI startup building autonomous agents with narrative intelligence, has a more fun answer for you.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c<em>It\u2019s someone who simply has imagination to build stuff,\u201d <\/em>she says in an exclusive sit-down with Pulse. \u201c<em>They\u2019re not just passive users, but proactive builders.\u201d <\/em>Or <a href=\"https:\/\/blog.mindvalley.com\/quick-learner\/\" target=\"_blank\" rel=\"noreferrer noopener\">quick learners<\/a>, in short.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And there\u2019s a huge demand for people with this edge. According to a PwC report, by 2030, <a href=\"https:\/\/www.pwc.com\/gx\/en\/issues\/artificial-intelligence\/publications\/artificial-intelligence-study.html\" target=\"_blank\" rel=\"noreferrer noopener\">AI is estimated to contribute up to $15.7 trillion to the global economy<\/a>. (For perspective, that\u2019s more than China and India\u2019s combined output.) Ultimately, this growth means companies everywhere are turning to AI to boost their business decisions and increase efficiency.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you\u2019ve been wondering whether AI engineering requires a computer science degree, the short answer is: you probably don\u2019t. Here\u2019s why: <a href=\"https:\/\/arxiv.org\/abs\/2312.11942\" target=\"_blank\" rel=\"noreferrer noopener\">university education requirements for AI roles have declined by 15%<\/a>, according to a 2023 study. As the report further notes, AI skills now command a 23% wage premium, often surpassing the value of degrees and PhDs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So, if you already know how to spot problems, design processes, or move fast inside a business? Newsflash: you\u2019ve already got half the blueprint.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">All you need to do, from this point onwards, is get going on <a href=\"https:\/\/blog.mindvalley.com\/how-to-learn-AI\/\" target=\"_blank\" rel=\"noreferrer noopener\">how to learn AI<\/a>. It\u2019s the surefire path to expediting your professional timeline and helping businesses expedite theirs.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Anyone can be an AI engineer if they know how to build with AI.<\/p>\n<cite>\u2014 Mehreen Omer, product marketing manager at Mindvalley<\/cite><\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-does-an-ai-engineer-do\">What does an AI engineer do?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI engineers rely on generative AI platforms like OpenAI\u2019s ChatGPT, application programming interfaces (APIs), and automation tools to create workflows that learn, adapt, and scale. This trifecta is what makes <a href=\"https:\/\/blog.mindvalley.com\/ai-for-business\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI for business<\/a> so powerful today.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sometimes, this means <strong>training machine learning models<\/strong>. At other times, it\u2019s <strong>building a GPT <\/strong>that knows how to respond to your customers. In between, there are also tasks like <strong>writing internal SOPs<\/strong> or <strong>organizing product feedback<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Other common use cases that could add to the AI engineer job description include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Creating AI agents<\/strong> that handle customer support,<\/li>\n\n\n\n<li><strong>Automating analytics<\/strong> dashboards with real-time data,<\/li>\n\n\n\n<li><strong>Tagging and routing <\/strong>incoming leads from multiple channels,<\/li>\n\n\n\n<li><strong>Fine-tuning models<\/strong> on internal data for personalization, and<\/li>\n\n\n\n<li><strong>Setting up no-code tools<\/strong> that trigger decisions based on user behavior.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">All in the name of building systems that think ahead, so you don\u2019t have to look back. And this optimization matters more than you think. Think about launching your products or services faster, serving your clients better, and freeing up time for your <a href=\"https:\/\/blog.mindvalley.com\/skill-stacking\/\" target=\"_blank\" rel=\"noreferrer noopener\">skill-stacking<\/a> pursuits.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This kind of high-level overview, for one, is how <strong>Vykintas Glodenis<\/strong>, Mindvalley\u2019s very own chief AI transformation officer, gets results.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u201cThink in terms of one three-step workflow you\u2019re doing on a daily basis,\u201d<\/em> he advises in <a href=\"https:\/\/www.mindvalley.com\/ai?utm_source=blog_inline_link&amp;utm_campaign=evergreen_awa&amp;utm_content=blog_inline_link&amp;otag=blog&amp;otag=evergreen_awa\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><em>Amplify with AI<\/em><\/strong><\/a>, Mindvalley\u2019s new program on all things AI engineering.<em> \u201cIf you improve your work just by 3% weekly, you\u2019ll be 4.5x more productive by year\u2019s end.\u201d<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-to-become-an-ai-engineer-in-5-steps\">How to become an AI engineer in 5 steps<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Thankfully, you don\u2019t need to master Python or collect certificates to start. What you do need is a problem to solve, a project to build, and a system that improves every week.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u201cAI engineering isn\u2019t about learning everything at once,\u201d <\/em>says Mehreen. <em>\u201cIt\u2019s about learning just enough to build something. The more you build, the more your skills catch up.\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So if you\u2019re ready to stop dabbling and start elevating your game from right where you are, career-wise, here\u2019s how:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-shift-your-mindset\">1. Shift your mindset<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Scroll LinkedIn at any time of the day, and you\u2019ll see panicky sentiments everywhere. Employees are ranting nonstop about AI taking over jobs. Founders are asking if they need to \u201cpause hiring,\u201d and entire teams of creatives, analysts, and project managers are sounding off on how they\u2019ll fit in (or not) in this new wave.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But here\u2019s what most people miss: <strong>AI doesn\u2019t take your value away<\/strong>. It gives you a way to level it up. Here are some examples:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The designer who learns to automate can start thinking like a creative director.<\/li>\n\n\n\n<li>The content writer who understands AI workflows now becomes a strategist.<\/li>\n\n\n\n<li>The remote-working virtual assistant with smart systems set up can now explore the operations side of things more easily.<\/li>\n\n\n\n<li>Even the accountant who trains a finance bot can start acting like a product lead.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">These are just some examples of what thinking one level higher looks like, showing that everything, in the end, is about thinking in systems and understanding <strong>how to manage workflows<\/strong>\u2014a.k.a. the beating heart of AI engineering.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">No wonder Mehreen is quick to remind you that, despite the myth, the path isn\u2019t for software engineers only. AI engineering, as she points out, is<em> \u201cfor anyone who wants to build with imagination.\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">All you need to do is stop overthinking, and, as she adds, <em>\u201cto be excited, not overwhelmed. Once you get curious about what\u2019s possible, you start thinking like a builder.\u201d<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-master-your-tools-like-muscle-memory\">2. Master your tools like muscle memory<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">You don\u2019t need a 20-tab tech stack to start building the right workflows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">What you <em>do <\/em>need is one you know by heart and can ultimately reach for without second-guessing. Because how can you master one if you\u2019re busy chasing the hyped up apps? As Vykintas points out, <em>\u201cYou want to build a relationship with your stack the way a coder builds muscle memory with their keyboard.\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Start with a few of these:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ChatGPT<\/strong>: For thinking, drafting, solving, and building in context<\/li>\n\n\n\n<li><strong>Notion AI<\/strong>: Your control tower for managing, tracking, and documenting<br><strong>Zapier<\/strong>: The connecting platform for no-code workflows that sync all of your systems across other apps.<\/li>\n\n\n\n<li><strong>Make<\/strong>: For logic-based automations that go deeper than Zapier can.<\/li>\n\n\n\n<li><strong>Suno<\/strong>: To generate custom music and audio (for podcasters, creators, and brands).<\/li>\n\n\n\n<li><strong>Midjourney<\/strong>: To generate visual assets, illustrations, and brand kits (and master <a href=\"https:\/\/blog.mindvalley.com\/how-to-make-money-with-AI\/\" target=\"_blank\" rel=\"noreferrer noopener\">how to make money with AI <\/a>art).<br><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">These tools become powerful once they\u2019re part of your operating system. So instead of asking <em>\u201cWhat tool should I use?\u201d<\/em>, ask yourself, <em>\u201c<\/em><em>What task do I do every week that takes too much time?\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">From there:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Map the workflow steps you need to take.<\/li>\n\n\n\n<li>Use one tool to automate them.<\/li>\n\n\n\n<li>Run the workflow for a week to see what happens.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">From here, it\u2019s easier to build the next loop. And once your AI stack works like muscle memory, your focus shifts from tasks to entire systems. And that\u2019s where the real purpose of AI engineering truly shines.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-pick-a-real-world-problem-to-solve\">3. Pick a real-world problem to solve<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">You don\u2019t become an AI engineer by picking the perfect course. You become one by solving a problem that matters to you, or to people willing to pay for it (and <a href=\"https:\/\/news.mit.edu\/2025\/if-time-money-heres-one-way-consumers-value-it-0506\" target=\"_blank\" rel=\"noreferrer noopener\">so many do, just to save time<\/a>).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So, you can skip those tutorials and look at your life, your job, and your clientele instead. What\u2019s one thing in your current work that\u2019s clunky, manual, or too repetitive to scale? That\u2019s your entry point to building your first AI-driven use case.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u201cI\u2019m a big believer in the one problem idea,\u201d <\/em>says Mehreen.<em> \u201cFocus on one mini problem you\u2019re planning to solve, and just build on that. Don\u2019t overcomplicate it.\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A few real-world examples of different roles using AI to simplify their lives:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>A podcast editor <\/strong>automates episode descriptions and timestamps.<\/li>\n\n\n\n<li><strong>A lifestyle coach<\/strong> turns intake forms into personalized onboarding sequences.<\/li>\n\n\n\n<li><strong>A project manager <\/strong>builds a dashboard that updates team status reports in real time.<\/li>\n\n\n\n<li><strong>A sales rep <\/strong>creates a GPT that writes follow-ups in their tone of voice.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Once your problem is solved? You can move straight to the next one, using the time you\u2019ve freed up with AI to think bigger, faster, and more creatively.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Even<strong> Vishen<\/strong>, the founder and CEO of Mindvalley, has leveraged the AI revolution. <em>\u201cIt used to take us eight hours to do one of these sales presentations,\u201d<\/em> he shares in <em>Amplify with AI.<\/em> <em>\u201cNow it\u2019s 30 minutes\u2026 and with every event, it gets smarter and smarter.\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The result? A full-scale-up, unlocked. <em>\u201cWhen we launched [AI Mastery] in August 2023, it rapidly became the best-selling program in the 20-year history of Mindvalley,\u201d<\/em> he says. <em>\u201cIt blew us away because of how powerful AI is at saving time.\u201d<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-build-workflows-that-scale-not-just-outputs\">4. Build workflows that scale, not just outputs<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u201cIf you want to learn AI, apply it,\u201d<\/em> says Mehreen. <em>\u201cBuild something simple that gets used. That\u2019s how your skill grows.\u201d <\/em>Yep, \u201cused\u201d being the keyword here.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Because once something\u2019s useful, you\u2019ve got a real case for product utility, which is the whole point of AI engineering in the first place. You don\u2019t just build interconnected systems for the sake of it; they\u2019re all there, linked up seamlessly, to solve an end user\u2019s pain point.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Not sure where to begin? Below are some exemplary foundations of a working AI system, each one tied to a single problem, powered by relevant datasets, and designed to run with minimal input:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>A Notion-based podcast pipeline<\/strong> that autogenerates show notes,<\/li>\n\n\n\n<li><strong>A custom GPT<\/strong> trained on client FAQs that drafts support replies,<\/li>\n\n\n\n<li><strong>A dashboard <\/strong>that pulls analytics and summarizes them weekly, or<\/li>\n\n\n\n<li><strong>A Make automation<\/strong> that sends lead follow-ups, tailored by the right user persona.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Each one works because it\u2019s powered by the right information, organized clearly, and built to drive a decision or output. All without you having to lift a finger.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Should you feel overwhelmed by it all, follow Vykintas\u2019 rule of thumb: <em>\u201cDon\u2019t overarchitect the system. Build one working loop. Then, stack [over time].\u201d<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-5-iterate-your-solutions-weekly-nbsp\">5. Iterate your solutions weekly&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">If you want to become an AI engineer, don\u2019t wait to \u201cget good.\u201d Ship something this week. Watch how it runs, break it, then improve it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This path rewards people who move, not those who overplan. Think of your AI-powered systems as living feedback loops. What you build today teaches you what to refine tomorrow.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Vykintas emphasizes that your success boils down to your keenness to be a quick learner. As he points out,<em> \u201cAsk [yourself] every week: What can I improve with AI next?\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mehreen, for one, lives by this ethos herself. She used to spend hours rewriting the same outreach emails and pitch decks\u2026 that is, until she built a simple system. <em>\u201cNow, I just update the core Notion page,\u201d<\/em> she says, <em>\u201cand everything else runs off it. Custom intros, reminders, even next steps. That one shift probably saves me three hours a week.\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Well, like Vykintas and Mehreen, you, too, can embrace the art of consistency from where you are. It\u2019s ultimately how <a href=\"https:\/\/blog.mindvalley.com\/skill-stacking\/\" target=\"_blank\" rel=\"noreferrer noopener\">skill-stacking<\/a> in the age of automation works\u2026 and how your career wins compound over time. Week by week, one feedback loop at a time.<br><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-are-some-of-the-ai-engineering-certifications-you-can-take\">What are some of the AI engineering certifications you can take?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">You won\u2019t build an AI engineering career off one course. But the right one gets your hands dirty and helps you position your work to be seen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Look for programs that get you building with real tools and workflows that sharpen your edge in your niche. Bonus points if it\u2019s taught by someone who\u2019s built a working system, not just written about one.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Here are some good options to try, if you don\u2019t know which to go with:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Microsoft Certified: Azure AI Engineer Associate<\/strong>. Learn to build and deploy AI solutions using Azure Cognitive Services, machine learning, and AI agents. Ideal if you\u2019re working in Microsoft\u2019s cloud ecosystem.<\/li>\n\n\n\n<li><strong>IBM AI Engineering Professional Certificate (on Coursera). <\/strong>A technical path for coders or analysts that covers Python, machine learning, and deep learning with hands-on labs and real-world datasets.<\/li>\n\n\n\n<li><strong>Google AI Essentials. <\/strong>A great entry point for non-tech professionals. Offers foundational knowledge and practical skills around responsible AI use and applied tools.<\/li>\n\n\n\n<li><strong>AWS Certified Machine Learning\u2014Specialty:<\/strong> Perfect if you\u2019re building solutions on Amazon Web Services. This cert proves you can train, tune, and deploy ML models in production.<\/li>\n\n\n\n<li><strong>NVIDIA Deep Learning Institute Certifications. <\/strong>It\u2019s a high-demand credential in industries like robotics, autonomous vehicles, and healthcare, especially if you\u2019re working in GPU-accelerated environments.<\/li>\n\n\n\n<li><strong>Certified Artificial Intelligence Engineer (CAIE\u2122). <\/strong>Offered by the U.S. Artificial Intelligence Institute, this cert focuses on system training, dataset selection, and model testing.<\/li>\n\n\n\n<li><strong>AiE\u2122 (Artificial Intelligence Engineer by ARTiBA).<\/strong> A vendor-neutral certification that signals practical AI design skills for cross-industry applications. It\u2019s especially useful if you\u2019re applying outside the Big Tech bubble.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Whichever you choose, anchor it in the purpose of why you\u2019re pursuing it to begin with. As Mehreen puts it, <em>\u201cDon\u2019t pick certifications for the badge. Pick the ones that make you build.\u201d<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-an-ai-engineer-s-salary\">What is an AI engineer&#8217;s salary?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">According to Glassdoor, <a href=\"https:\/\/www.glassdoor.com\/Salaries\/ai-engineer-salary-SRCH_KO0%2C11.htm\" target=\"_blank\" rel=\"noreferrer noopener\">AI engineers in the U.S. typically start with base salaries <strong>between $84,000 and $136,000<\/strong><\/a>. But factor in additional payments (like allowances), annual bonuses and equity, and the total compensation can significantly increase.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But hedge funds are pushing the numbers higher. For instance, <a href=\"https:\/\/www.fnlondon.com\/articles\/point72-offers-400-000-salary-for-ai-engineer-68bb5dfe\" target=\"_blank\" rel=\"noreferrer noopener\">Point72, a major global hedge fund, has advertised AI engineer roles with base salaries <strong>up to $400,000<\/strong>,<\/a> plus performance-based bonuses. These roles often involve collaborating with data scientists, engineers, product teams, and compliance experts.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In short? AI engineers can make <em>a lot of money<\/em>, even without a software-related background.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Being an industry insider, Mehreen has witnessed this firsthand. <em>\u201cPeople think you need to be a machine learning researcher to earn that kind of money,\u201d<\/em> she points out. <em>\u201cBut if you can solve real problems with AI, companies will pay for that. You can come from ops, product, design\u2014doesn\u2019t matter.\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When you think in systems, not just outputs, you stop trading time for money. You start getting paid for what you automate, not just what you do.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u201cYou build workflows that save real time and money,\u201d<\/em> she adds. <em>\u201cThat kind of agency gets recognized\u2014and paid\u2014for what it brings to the bottom line.\u201d<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-common-challenges-and-how-to-overcome-them\">Common challenges and how to overcome them<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">If you\u2019ve been circling the idea of becoming an AI engineer but still haven\u2019t started, odds are you\u2019re hitting one of these blockers. Here\u2019s what they are, and how to get past them:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-thinking-you-need-to-be-a-coder-or-a-math-genius\">1. Thinking you need to be a coder (or a math genius)<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">One of the biggest myths people should through out the window: that AI engineering is only for machine learning PhDs.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In reality, most working AI engineers aren\u2019t building models from scratch. They\u2019re working around them\u2026 using ChatGPT, Make, APIs, and no-code tools to design systems that solve real problems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As for what it really looks like behind the scenes? <em>\u201cYou\u2019re not training GPT-4. You\u2019re building around it,<\/em>\u201d says Mehreen.<em> \u201cAI engineering is really about your ability to map workflows and build smart systems, not your ability to code them.\u201d<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-getting-stuck-in-prompt-chasing-mode\">2. Getting stuck in prompt-chasing mode<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Everyone starts with prompts, and that\u2019s normal. But at some point, you\u2019ve got to move past the copy-and-paste stage.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Downloading 100 prompt libraries won\u2019t teach you how to build a system that runs without you. What matters, in the end, is building something that actually gets used.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Can this process run without your constant input? Can it deliver value to someone else?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Your ability to answer these questions is how you shift from prompting to engineering. The main thing to note? A prompt should always trigger a flow, a function, or a decision that saves time or makes money, whether inside your company, across your teams, or for your clients.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If prompts are the input, then pipelines are the product.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-waiting-to-feel-ready-before-building-something\">3. Waiting to feel \u201cready\u201d before building something<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This one\u2019s sneaky. You bookmark tutorials, sign up for courses, maybe even block off \u201cAI learning\u201d time on your calendar. But you never actually ship anything.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Well, here\u2019s the truth: the only way to get good at AI engineering is to build in real time. You learn faster when the stakes are real. Yep, that is, when the system you\u2019re building has to work for your team, your business, or your workflow.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As Mehreen says,<em> \u201cAI engineering isn\u2019t about learning everything at once. It\u2019s about learning just enough to build something.\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The fix for your builder\u2019s block? Pick one problem, one workflow, and build a scrappy version of your solution that works. Then, improve the whole thing next week.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-trying-to-learn-everything-at-once\">4. Trying to learn everything at once<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The AI space moves fast. Every week, there\u2019s a new model, tool, or trend. If you\u2019re not careful, all that noise can slow you down.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Because the truth is, you don\u2019t need to chase every headline. You need to get clear on your use cases. To get started properly, ask yourself:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em>\u201cWhat do I need to automate?\u201d<\/em><\/li>\n\n\n\n<li>&nbsp;<em>\u201cWhere can I save time?\u201d<\/em><\/li>\n\n\n\n<li><em>\u201cWhat system breaks down the most in my day-to-day?\u201d<\/em><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Start small to start somewhere. And it&#8217;s only a matter of time before your consistency stacks up.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\" id=\"block-070b30cb-40c4-44b6-a09c-e83af5f31297\">If you improve your work just by 3% weekly, you\u2019ll be 4.5x more productive by year\u2019s end.<\/p>\n<cite>\u2014 Vykintas Glodenis, chief AI transformation officer at Mindvalley<\/cite><\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-5-not-treating-your-builds-like-assets\">5. Not treating your builds like assets<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">It\u2019s easy to see AI experiments as temporary, just a side hobby, or something \u201cfun\u201d you try, then forget completely later. But real AI engineers treat their builds like assets that grow more valuable with time.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That Notion automation you made? It just saved you 6 hours this week. That custom GPT for onboarding? It\u2019s scaling your customer experience without scaling headcount.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In other words, any of these AI engineering projects is proof of what can be synthesized into scalable working functions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So, follow Mehreen\u2019s advice on this: don\u2019t keep all ideas in your head. Instead, just do the work, bit by bit, every day. <em>\u201cBuild your workflows. Document your systems. The value is in the repeatability.\u201d<\/em> And that\u2019s how you create a portfolio of leverage.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-your-must-have-ai-engineering-toolkit-and-resources\">Your must-have AI engineering toolkit and resources<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">If you\u2019re serious about becoming an AI engineer, your inputs matter as much as your outputs. The right ideas, tools, and voices in your feed can sharpen how you think, build, and make decisions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Start with a few trusted sources, like the ones below, to keep well-informed as you cultivate the builder in you:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-courses\">Courses<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">From workflows to agents, these Mindvalley programs will have you training your brain the same way you\u2019d train a model\u2014by doing:<br><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-1-amplify-with-ai-nbsp\">1. <a href=\"https:\/\/www.mindvalley.com\/ai?utm_source=blog_inline_link&amp;utm_campaign=evergreen_awa&amp;utm_content=blog_inline_link&amp;otag=blog&amp;otag=evergreen_awa\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Amplify with AI&nbsp;<\/em><\/a><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Available on Mindvalley, this 21-day program teaches you how to solve real-world problems using GPTs, Make, Midjourney, and no-code tools.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With guidance from Vishen, Vykintas, and Manon Dave (Mindvalley\u2019s chief product and innovation officer), you\u2019ll build automations, train AI assistants, and start stacking your unique systems. No technical background required.<br><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-2-3-days-to-mastering-chatgpt\">2.<em> 3 Days to Mastering ChatGPT<\/em><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Guided by Andri Peetso, the co-founder of Conturata-AI and Whomesome, this Mindvalley course dives deep into the myriad ways that <a href=\"https:\/\/blog.mindvalley.com\/ai-helps-with-productivity\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI helps with productivity<\/a>. It\u2019s ideal if you\u2019re ready to get real results from ChatGPT in your day-to-day work beyond just prompting.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-3-ai-mastery\">3. <a href=\"https:\/\/www.mindvalley.com\/mastery\/ai?utm_source=blog_inline_link&amp;utm_campaign=launch_AIS_july_2024&amp;utm_medium=end_of_article&amp;otag=mv_blog_launch_AIS_july_2024\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><em>AI Mastery<\/em><\/strong><\/a><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Led by Vishen and other world-renowned AI experts, you\u2019ll build agentic systems, automate entire workflows, and scale your strategy across content, ops, and decision-making.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Think of this program as a premium path for creators, solopreneurs, and operators ready to go beyond the basics.&nbsp; No technical software background needed. All you\u2019ve got to do? Maintain your desire to master vibe coding all the way through.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-4-ai-summit\"><strong>4. <em><a href=\"https:\/\/www.mindvalley.com\/summit\/ai?utm_source=blog_mid_article&amp;utm_campaign=launch_AIS_july_2025&amp;utm_medium=mid_article&amp;otag=blog_launch_AIS_july_2025\" target=\"_blank\" rel=\"noreferrer noopener\">AI Summit<\/a><\/em><\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Watched by 100,000+ people in both 2023 and 2024, Mindvalley\u2019s most-attended Summit returns in 2025, upgraded with the newest AI tools, workflows, and mindsets shaping business, creativity, and careers.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you\u2019re not fluent in AI, your edge erodes fast. But master it now and you\u2019ll save 10+ hours a week, scale revenue faster, and lead the wave of innovation instead of chasing it.<br><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-podcasts\">Podcasts<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">These shows pull back the curtain on how AI engineering works in the real world\u2026 from agents and infrastructure to the people building the future:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><em>Latent Space<\/em><\/strong><strong>.<\/strong> Hosted by Shawn \u201cSwyx\u201d Wang (a former engineer at Amazon and AirBnB) and Alessio Fanelli (an investor at Decibel), this show dives deep into foundation models, AI agents, GPU infrastructure, and more. Expect interviews with the world\u2019s best builders shaping the future of AI.<\/li>\n\n\n\n<li><strong><em>The AI Breakdown<\/em><\/strong><strong>. <\/strong>Run daily by AI strategist and tech\/crypto enthusiast Nathaniel Whittemore, this podcast gives sharp, digestible rundowns of AI news, policy shifts, and industry takeaways. Good if you like staying informed without doom-scrolling.<\/li>\n\n\n\n<li><strong><em>Practical AI<\/em><\/strong><strong>. <\/strong>Here, Chris Benson, a chief AI strategist at Lockheed Martin, along with data scientist and academician Daniel Whitenack, turns complex AI into practical workflows. Think: tools, ethics, and real-world use cases across industries.<\/li>\n\n\n\n<li><strong><em>Machine Learning Podcast<\/em><\/strong><strong>.<\/strong> Hosted by Tobias Macey, the Data and Infrastructure Platform Engineering team lead at MIT Open Learning, it\u2019s a spin-off focused on the production pipeline of machine learning. It\u2019s the right show for anyone interested in building AI systems in unique real-world scenarios.<\/li>\n\n\n\n<li><strong><em>Hard Fork<\/em><\/strong>. Kevin Roose, tech columnist at <em>The New York Times<\/em>, teams up with <em>Platformer <\/em>founder Casey Newton to unpack how AI is reshaping business, creativity, and culture. Always on: sharp commentary and research that hits.<\/li>\n\n\n\n<li><strong>No Priors. <\/strong>This podcast is a power meeting between ex-Greylock and Conviction founder Sarah Guo and former Airbnb and Stripe investor Elad Gil. Together, they talk with the sharpest AI founders and researchers about how generative AI is redefining product, infrastructure, and the speed of innovation.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-books\">Books<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Think sharper. Build smarter. These reads will wire your brain the right way:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><em>Architects of Intelligence<\/em><\/strong><strong> by Martin Ford. <\/strong>A future-forward look at where AI is going, featuring insights from leaders at DeepMind, OpenAI, and Google Brain. Reads like a map of what\u2019s coming.<\/li>\n\n\n\n<li><strong><em>The Alignment Problem<\/em><\/strong><strong> by Brian Christian. <\/strong>It\u2019s a must-read for understanding the tension between building smart systems and making them safe, ethical, and aligned with human values.<\/li>\n\n\n\n<li><strong><em>Reprogramming the American Dream<\/em><\/strong><strong> by Kevin Scott. <\/strong>Written by Microsoft\u2019s chief technology officer, this book unpacks how AI can empower the everyday person. Not just Big Tech. Strong case studies, zero fluff.<\/li>\n\n\n\n<li><strong><em>AI 2041<\/em><\/strong><strong> by Kai-Fu Lee and Chen Qiufan. <\/strong>Part fiction, part analysis. Explore ten vivid short stories imagining AI in everyday life that are followed by breakdowns from one of the sharpest AI minds in the world.<\/li>\n\n\n\n<li><strong><em>You Look Like a Thing and I Love You <\/em><\/strong><strong>by Janelle Shane.<\/strong> It\u2019s perfect for when you need a brain break without losing the thread. This book uses humor to demystify neural networks, showing what they can and can\u2019t do.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-long-does-it-take-to-become-an-ai-engineer\">How long does it take to become an AI engineer?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The short answer? It depends on where you\u2019re starting and how deep you want to go.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But here\u2019s the reality check:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you\u2019re learning part-time, from a non-technical background, and focusing on no-code tools and applied workflows, you can expect to start shipping real AI projects in <strong>6 to 12 weeks<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But if you\u2019re aiming for technical AI engineering roles (think: building models, Python-heavy jobs, ML pipelines), expect <strong>six months to over a year<\/strong> of consistent, structured learning.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Still, the fastest route to mastering <a href=\"https:\/\/blog.mindvalley.com\/ai-in-education\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI in education<\/a>?<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Solve one real problem a week using AI tools like ChatGPT, Make, or Notion.&nbsp;<\/li>\n\n\n\n<li>Stack those builds.&nbsp;<\/li>\n\n\n\n<li>Then learn from each iteration you do.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">That\u2019s right\u2014experience is the best way through.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As Mehreen would remind you, time and again: <em>You don\u2019t need to learn everything. You need to build something. That\u2019s how your skills catch up.\u201d<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-unleash-your-limitless\">Unleash your limitless<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Now you\u2019ve got the steps. What comes next is simple: start building systems that solve the grind, while you stack skills that shift your career up a level. And once you ship that first working loop? You don\u2019t go back.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That\u2019s where Mindvalley\u2019s <strong><em>Amplify with AI<\/em><\/strong> program can help you make that first step toward that reality. Led by Vishen and his team of AI experts, it\u2019s a 21-day sprint that gets you building with globally recognized AI tools like ChatGPT, Make, and Midjourney\u2026 so that you can build and deliver real-world workflows from scratch.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">No coding background or skills necessary.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Inside the program, you\u2019ll discover how to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Train AI assistants to think and act like your team,<\/li>\n\n\n\n<li>Turn tasks into automations that scale what you already do,<\/li>\n\n\n\n<li>Build the systems that free your time and multiply your output, and<\/li>\n\n\n\n<li>So much more.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Still unsure if it\u2019s the right course for you? Well, <strong><a href=\"https:\/\/blog.mindvalley.com\/free-classes\/ai\" target=\"_blank\" rel=\"noreferrer noopener\">the first lesson\u2019s free<\/a><\/strong>, so no rush, no risk. What\u2019s essential is you test-drive the \u201cbuild before you\u2019re ready\u201d mindset for yourself.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And once you do, you\u2019ll get why <a href=\"https:\/\/stories.mindvalley.com\/show\/ai-mastery\/i-leaned-into-ai-to-automate-workflows-and-streamline-operations-giving-me-the-freedom-to-work-on-the-bigger-picture\" target=\"_blank\" rel=\"noreferrer noopener\">Justin Ong<\/a>, a Hangzhou-based entrepreneur, would thank AI for changing his life. He was running his business on willpower alone, fighting fires, chasing deadlines, and getting stuck in the weeds along the way. But then, as if by sheer luck, he stumbled upon the wonders of automation.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201cI leaned into AI to take myself out of the bottleneck. That\u2019s when everything shifted.\u201d<\/p>\n<cite>\u2014 Justin Ong, Mindvalley member<\/cite><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">You can say that life has never been the same since for Justin. And just like him, you, too, will realize you\u2019re not here to stay stuck in the loop. No\u2014you\u2019re here to build the system that frees you from it. One step at a time, with Mindvalley at your side.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Welcome in.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Want to know how to become an AI engineer, but unsure where to start? Discover 5 steps that boost your niche, save you time, and earn you (lots of) money.<\/p>\n","protected":false},"author":231,"featured_media":77897,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"footnotes":""},"categories":[25],"tags":[5962],"series":[],"area-of-growth":[3408,3412],"outcome":[3468,3448],"featured":[3858],"coauthors":[4259],"class_list":["post-77896","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-career","tag-amplify-with-ai","area-of-growth-career-growth","area-of-growth-skills","outcome-ai","outcome-career-change","featured-op2-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.6 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How to Become an AI Engineer: A Realistic Guide to Your Career Shift<\/title>\n<meta name=\"description\" content=\"Want to know how to become an AI engineer, but unsure where to start? 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