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From managing workflows to automating pipelines, these skills help engineers stay relevant, efficient, and in-demand. Let's explore why Cloud and AI matter deeply for data engineers.",document.head.appendChild(e);var s=document.createElement("meta");s.setAttribute("property","og:title"),s.content="Why Cloud and AI Skills Are Essential for Data Engineers to Future-Proof Their Careers",document.head.appendChild(s);var a=document.createElement("meta");a.setAttribute("property","og:description"),a.content="Cloud DevOps Tools and AI are no longer optional for data engineers\u2014they are the foundation of future-proof careers. From managing workflows to automating pipelines, these skills help engineers stay relevant, efficient, and in-demand. Let's explore why Cloud and AI matter deeply for data engineers.",document.head.appendChild(a);var n=document.querySelector("link[rel='canonical']");n||((n=document.createElement("link")).rel="canonical",document.head.appendChild(n)),n.href="https://www.microdegree.work/blog/cloud-ai-skills-data-engineers-future-proof-careers";var t=document.createElement("script");t.type="application/ld+json",t.innerHTML=JSON.stringify({"@context":"https://schema.org","@type":"BlogPosting",headline:"Why Cloud and AI Skills Are Essential for Data Engineers to Future-Proof Their Careers",author:{"@type":"Organization",name:"MicroDegree"},datePublished:"2025-01-20",description:"Cloud DevOps Tools and AI are no longer optional for data engineers\u2014they are the foundation of future-proof careers. From managing workflows to automating pipelines, these skills help engineers stay relevant, efficient, and in-demand. Let's explore why Cloud and AI matter deeply for data engineers.",publisher:{"@type":"Organization",name:"MicroDegree"},mainEntityOfPage:{"@type":"WebPage","@id":"https://microdegree.work/blog/cloud-ai-skills-data-engineers-future-proof-careers"}}),document.head.appendChild(t)}),[]);var e=(0,i.useState)(!1),s=(0,r.Z)(e,2),a=s[0],c=s[1],d=function(){var e=(0,t.Z)((0,n.Z)().mark((function e(){var s,a,t;return(0,n.Z)().wrap((function(e){for(;;)switch(e.prev=e.next){case 0:if(s=window.location.href,a=document.title,t="Hey, checkout our latest blogs \ud83d\ude80\n",!navigator.share){e.next=14;break}return e.prev=4,e.next=7,navigator.share({title:a,text:t,url:s});case 7:e.next=12;break;case 9:e.prev=9,e.t0=e.catch(4),console.error("Error sharing:",e.t0);case 12:e.next=23;break;case 14:return e.prev=14,e.next=17,navigator.clipboard.writeText(t);case 17:alert("Message copied to clipboard!"),e.next=23;break;case 20:e.prev=20,e.t1=e.catch(14),alert("Failed to copy the message");case 23:case"end":return e.stop()}}),e,null,[[4,9],[14,20]])})));return function(){return e.apply(this,arguments)}}();return(0,o.jsx)("div",{className:"relative p-4 min-h-screen",children:(0,o.jsx)("div",{className:"max-w-6xl mx-auto p-6 xl:shadow-lg 2xl:shadow-md lg:shadow-md md:shadow-md",children:(0,o.jsxs)("div",{className:"grid grid-cols-1 gap-8 leading-normal text-left md:grid-cols-[minmax(0,1fr)_320px] lg:grid-cols-[minmax(0,1fr)_380px] items-start",children:[(0,o.jsxs)("div",{className:"min-w-0",children:[(0,o.jsx)("nav",{className:"text-sm mb-2",children:(0,o.jsxs)("ol",{className:"list-reset flex",children:[(0,o.jsx)("li",{children:(0,o.jsx)("a",{href:"/blog",className:"text-blue-600 hover:underline hover:text-blue-800",children:"Blogs"})}),(0,o.jsx)("li",{children:(0,o.jsx)("span",{className:"mx-2",children:"/"})}),(0,o.jsx)("li",{className:"font-medium",children:"Cloud and AI Skills for Data Engineers Guide"})]})}),(0,o.jsx)("h1",{className:"font-semibold text-4xl mt-2",children:"Why Cloud and AI Skills Are Essential for Data Engineers to Future-Proof Their Careers"}),(0,o.jsxs)("div",{className:"py-5 text-sm flex flex-wrap items-center gap-3",children:[(0,o.jsxs)("span",{className:"flex flex-row items-center",children:[(0,o.jsx)("svg",{className:"text-blue-600 mr-1",fill:"currentColor",height:"13px",width:"13px",viewBox:"0 0 512 512",children:(0,o.jsx)("path",{d:"M256,0C114.837,0,0,114.837,0,256s114.837,256,256,256s256-114.837,256-256S397.163,0,256,0z M277.333,256 c0,11.797-9.536,21.333-21.333,21.333h-85.333c-11.797,0-21.333-9.536-21.333-21.333s9.536-21.333,21.333-21.333h64v-128 c0-11.797,9.536-21.333,21.333-21.333s21.333,9.536,21.333,21.333V256z"})}),"October 23, 2025"]}),(0,o.jsxs)("a",{className:"flex flex-row items-center hover:text-blue-600",children:[(0,o.jsxs)("svg",{className:"text-blue-600 mr-1",fill:"currentColor",height:"16px",viewBox:"0 0 24 24",children:[(0,o.jsx)("path",{fill:"currentColor",d:"M12 12c2.21 0 4-1.79 4-4s-1.79-4-4-4-4  1.79-4 4 1.79 4 4 4zm0  2c-2.67 0-8 1.34-8  4v2h16v-2c0-2.66-5.33-4-8-4z"}),(0,o.jsx)("path",{d:"M0 0h24v24H0z",fill:"none"})]}),"MicroDegree"]}),(0,o.jsxs)("button",{onClick:d,className:"flex flex-row items-center text-blue-600 hover:text-blue-800",children:[(0,o.jsx)("svg",{className:"text-blue-600 mr-1",fill:"currentColor",height:"16px",viewBox:"0 0 24 24",children:(0,o.jsx)("path",{d:"M18 16.08c-.76 0-1.44.3-1.96.77L8.91 12.7c.05-.23.09-.46.09-.7s-.03-.47-.09-.7l7.02-4.11C16.56 7.63 17.24 8 18 8c1.66 0  3-1.34 3-3s-1.34-3

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Suddenly, you see that the dashboard is not working. The data pipelines that move information from one place to another have stopped in the night. Your manager is waiting for you to fix everything quickly."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"This is the daily challenge many data engineers face. For years, knowing only SQL (the language used to talk to databases) was enough. But today, the amount of data is so huge that SQL alone cannot solve the problems."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Now companies are using cloud platforms to store and manage this big data, and AI tools to check and repair issues automatically. These new technologies are like super helpers. Without them, it's hard to keep up."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"So, if you are a data engineer and you want to grow in your career, here is the real question: How will you stay important and useful in the next 5 years?"}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"The simple answer: Learn Cloud and AI. They are the key to building a safe and strong future for your career."})]}),(0,o.jsxs)("div",{className:"mb-16",id:"start",children:[(0,o.jsx)("h2",{className:"text-2xl font-semibold my-5",children:"Why Cloud Matters for Data Engineers"}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Today, almost all data lives in the cloud. Earlier, companies had to buy and maintain heavy, expensive servers. That meant high cost, extra space, and a lot of manual work. Now, most companies prefer cloud platforms like AWS, Google Cloud (GCP), or Microsoft Azure because they are faster, safer, and cheaper in the long run."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"For a data engineer, learning cloud skills is like getting a superpower:"}),(0,o.jsxs)("ul",{className:"list-disc text-base mb-2 ml-3",children:[(0,o.jsx)("li",{children:(0,o.jsxs)("p",{className:"mb-5",children:[(0,o.jsx)("span",{className:"font-semibold",children:"Store data safely:"})," You can keep terabytes of data in the cloud without worrying about running out of space."]})}),(0,o.jsx)("li",{children:(0,o.jsxs)("p",{className:"mb-5",children:[(0,o.jsx)("span",{className:"font-semibold",children:"Handle real-time data:"})," Whether it's online shopping traffic or banking transactions, the cloud lets you process millions of records instantly."]})}),(0,o.jsx)("li",{children:(0,o.jsxs)("p",{className:"mb-5",children:[(0,o.jsx)("span",{className:"font-semibold",children:"Automate with Cloud DevOps Tools:"})," Tools like Terraform, Jenkins, or Kubernetes help you set up and manage systems automatically, saving hours of manual work."]})})]}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"In simple words: Cloud makes data engineering easier, faster, and more reliable. Without cloud skills, you may struggle when your company upgrades its systems, while others with cloud knowledge move ahead in their careers."})]}),(0,o.jsxs)("div",{className:"mb-16",id:"encrypt",children:[(0,o.jsx)("h2",{className:"text-2xl font-semibold my-5",children:"Where DevOps Fits in Data 

1Engineering"}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:'Many beginners often ask: "Does a data engineer really need to know DevOps?"'}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"The short answer is yes, at least the basics."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"You don't need to become a full-time DevOps engineer, but you should know how things like automation, version control, and monitoring work. Why? Because these are the tools that make your data pipelines run smoothly without breaking every other day."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Think of DevOps in data engineering like glue."}),(0,o.jsxs)("ul",{className:"list-disc text-base mb-2 ml-3",children:[(0,o.jsx)("li",{children:(0,o.jsx)("p",{className:"mb-5",children:"Raw data is one piece."})}),(0,o.jsx)("li",{children:(0,o.jsx)("p",{className:"mb-5",children:"Cloud storage is another piece."})}),(0,o.jsx)("li",{children:(0,o.jsx)("p",{className:"mb-5",children:"Machine learning models are another piece."})})]}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"If you don't use DevOps practices, all these pieces will stay separate, and your project will fall apart. With DevOps, they stick together and work as one system."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Here are some simple tools you should learn:"}),(0,o.jsxs)("ul",{className:"list-disc text-base mb-2 ml-3",children:[(0,o.jsx)("li",{children:(0,o.jsxs)("p",{className:"mb-5",children:[(0,o.jsx)("span",{className:"font-semibold",children:"Git"}),' \u2013 Like a "save button" for your code. It helps you track every change.']})}),(0,o.jsx)("li",{children:(0,o.jsxs)("p",{className:"mb-5",children:[(0,o.jsx)("span",{className:"font-semibold",children:"Jenkins or GitHub Actions"})," \u2013 These act like robots that do repeated tasks for you, such as testing and deploying code."]})}),(0,o.jsx)("li",{children:(0,o.jsxs)("p",{className:"mb-5",children:[(0,o.jsx)("span",{className:"font-semibold",children:"Docker and Kubernetes"})," \u2013 They are like shipping boxes for your applications. They make sure your software runs the same way everywhere on your laptop, in the cloud, or in another country."]})}),(0,o.jsx)("li",{children:(0,o.jsxs)("p",{className:"mb-5",children:[(0,o.jsx)("span",{className:"font-semibold",children:"Terraform"})," \u2013 This is like a remote control for the cloud. Instead of clicking buttons, you can write simple code to set up servers, networks, and storage."]})})]}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"By learning these tools, you become more efficient. That means:"}),(0,o.jsxs)("ul",{className:"list-disc text-base mb-2 ml-3",children:[(0,o.jsx)("li",{children:(0,o.jsx)("p",{className:"mb-5",children:"Less time fixing broken systems."})}),(0,o.jsx)("li",{children:(0,o.jsx)("p",{className:"mb-5",children:"More time building new features."})}),(0,o.jsx)("li",{children:(0,o.jsx)("p",{className:"mb-5",children:"Higher chances of landing good jobs because companies value engineers who understand both data and DevOps."})})]}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"In short: DevOps makes data engineers faster, smarter, and future-proof."})]}),(0,o.jsxs)("div",{className:"mb-16",id:"monitor",children:[(0,o.jsx)("h2",{className:"text-2xl font-semibold my-5",children:"A Simple Career Path Roadmap (Local Friendly)"}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Here is a 6-month learning plan that you can follow even if you are working full-time. It is step by step, not too heavy, and easy to stick with."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:(0,o.jsx)("h3",{className:"font-semibold",children:"Month 1\u20132: Refresh SQL and Linux basics"})}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Start with the building blocks."}),(0,o.jsxs)("ul",{className:"list-disc text-base mb-2 ml-3",children:[(0,o.jsx)("li",{children:(0,o.jsx)("p",{className:"mb-5",children:"SQL helps you talk to databases and get the right data."})}),(0,o.jsx)("li",{children:(0,o.jsx)("p",{className:"mb-5",children:"Linux helps you control servers and files."})})]}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Think of these two as the alphabet of data engineering. Without them, nothing else will make sense."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:(0,o.jsx)("h3",{className:"font-semibold",children:"Month 3: Learn one cloud platform (AWS/GCP/Azure)"})}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Pick one cloud, not all three. Each one teaches you how to store, move, and process data on the internet instead of your laptop. Companies love cloud because it is cheaper and faster than physical machines."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:(0,o.jsx)("h3",{className:"font-semibold",children:"Month 4: Practice Airflow or Step Functions for workflow management"})}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Once you know cloud basics, learn how to schedule and manage data jobs. Tools like Airflow or Step Functions act like traffic police. They make sure your tasks happen in the right order, on time, without you checking every minute."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:(0,o.jsx)("h3",{className:"font-semibold",children:"Month 5: Learn Infrastru

1cture as Code with Terraform"})}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Terraform is like Lego blocks for cloud. Instead of clicking buttons, you write simple code to create servers, databases, and networks. This saves time and keeps everything neat and repeatable."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:(0,o.jsx)("h3",{className:"font-semibold",children:"Month 6: Build a small project and showcase it online"})}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Don't just study build something real. A good example is an automated sales data pipeline:"}),(0,o.jsxs)("ul",{className:"list-disc text-base mb-2 ml-3",children:[(0,o.jsx)("li",{children:(0,o.jsx)("p",{className:"mb-5",children:"Data comes in daily."})}),(0,o.jsx)("li",{children:(0,o.jsx)("p",{className:"mb-5",children:"Airflow schedules the workflow."})}),(0,o.jsx)("li",{children:(0,o.jsx)("p",{className:"mb-5",children:"Cloud stores and processes the data."})}),(0,o.jsx)("li",{children:(0,o.jsx)("p",{className:"mb-5",children:"Terraform sets up the environment."})})]}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Upload your project to GitHub or LinkedIn. This makes your learning visible to companies and recruiters."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"This roadmap is practical, not overwhelming. It fits into the busy schedule of Indian IT professionals."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"If you give just 1\u20132 hours daily, you will be job-ready in 6 months."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"By the end, you will not just know tools you will have a real project to prove your skills."})]}),(0,o.jsxs)("div",{className:"mb-2",id:"backup",children:[(0,o.jsx)("h2",{className:"text-2xl font-semibold my-5",children:"Final words"}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"The IT industry in India moves fast. Yesterday it was Hadoop, today it's cloud and AI, and tomorrow something new will come. But if you master the Cloud DevOps Tools and AI basics, you'll always have a seat at the table."}),(0,o.jsx)("p",{className:"text-base leading-8 my-5",children:"Don't think of learning these as a burden. See them as long-term career insurance. With the right skills, you'll never worry about being outdated."})]}),(0,o.jsx)("div",{children:(0,o.jsxs)("div",{id:"faq",class:"w-full max-w-6xl px-2 mx-auto py-8",children:[(0,o.jsx)("h2",{class:"mt-3 text-xl font-bold text-gray-800 md:text-2xl",children:"FAQs"}),(0,o.jsxs)("div",{class:"grid max-w-6xl mx-auto mt-6 divide-y divide-gray-200",children:[(0,o.jsxs)("details",{class:"group py-4",children:[(0,o.jsxs)("summary",{class:"flex items-center justify-between font-medium list-none cursor-pointer",children:[(0,o.jsx)("span",{children:"Does a data engineer need to know DevOps?"}),(0,o.jsx)("span",{class:"transition group-open:rotate-180",children:(0,o.jsx)("svg",{fill:"none",height:"24","shape-rendering":"geometricPrecision",stroke:"currentColor","stroke-linecap":"round","stroke-linejoin":"round","stroke-width":"1.5",viewBox:"0 0 24 24",width:"24",children:(0,o.jsx)("path",{d:"M6 9l6 6 6-6"})})})]}),(0,o.jsx)("p",{class:"mt-3 text-gray-600 group-open:animate-fadeIn",children:"Yes. Even basic DevOps knowledge improves pipeline reliability and helps you work better with software teams."})]}),(0,o.jsxs)("details",{class:"group py-4",children:[(0,o.jsxs)("summary",{class:"flex items-center justify-between font-medium list-none cursor-pointer",children:[(0,o.jsx)("span",{children:"What is DevOps in data engineering?"}),(0,o.jsx)("span",{class:"transition group-open:rotate-180",children:(0,o.jsx)("svg",{fill:"none",height:"24","shape-rendering":"geometricPrecision",stroke:"currentColor","stroke-linecap":"round","stroke-linejoin":"round","stroke-width":"1.5",viewBox:"0 0 24 24",width:"24",children:(0,o.jsx)("path",{d:"M6 9l6 6 6-6"})})})]}),(0,o.jsx)("p",{class:"mt-3 text-gray-600 group-open:animate-fadeIn",children:"It means applying DevOps practices like CI/CD, automation, and monitoring to data workflows so that data pipelines run smoothly and reliably."})]}),(0,o.jsxs)("details",{class:"group py-4",children:[(0,o.jsxs)("summary",{class:"flex items-center justify-between font-medium list-none cursor-pointer",children:[(0,o.jsx)("span",{children:"Which technology is used for scheduling workflows?"}),(0,o.jsx)("span",{class:"transition group-open:rotate-180",children:(0,o.jsx)("svg",{fill:"none",height:"24","shape-rendering":"geometricPrecision",stroke:"currentColor","stroke-linecap":"round","stroke-linejoin":"round","stroke-width":"1.5",viewBox:"0 0 24 24",width:"24",children:(0,o.jsx)("path",{d:"M6 9l6 6 6-6"})})})]}),(0,o.jsx)("p",{class:"mt-3 text-gray-600 group-open:animate-fadeIn",children:"Apache Airflow, AWS Step Functions, and Google Cloud Composer are the most popular."})]}),(0,o.jsxs)("details",{class:"group py-4",children:[(0,o.jsxs)("summary",{class:"flex items-center justify-between font-medium list-none cursor-pointer",children:[(0,o.jsx)("span",{children:"What are the tools used by DevOps engineers?"}),(0,o.jsx)("span",{class:"transition group-open:rotate-180",children:(0,o.jsx)("svg",{fill:"none",height:"24","shape-rendering":"geometricPrecision",stroke:"currentColor","stroke-linecap":"round","stroke-linejoin":"round","stroke-width":"1.5",viewBox:"0 0 24 24",width:"24",children:(0,o.jsx)("path",{d:"M6 9l6 6 6-6"})})})]}),(0,o.jsx)("p",{class:"mt-3 text-gray-600 group-open:animate-fadeIn",children:"Git, Jenkins, Docker, Kubernetes, Terraform, and Ansible are among the most used tools."})]}),(0,o.jsxs)("details",{class:"group py-4",children:[(0,o.jsxs)("summary",{class:"flex items-center justify-between font-medium list-none cursor-pointer",children:[(0,o.jsx)("span",{children:"How do I get in touch with Team for any assistance?"}),(0,o.jsx)("span",{class:"transition group-open:rotate-180",children:(0,o.jsx)("svg",{fill:"none",height:"24","shape-rendering":"geometricPrecision",stroke:"currentColor","stroke-linecap":"round","stroke-linejoin":"round","stroke-width":"1.5",viewBox:"0 0 24 24",width:"24",children:(0,o.jsx)("path",{d:"M6 9l6 6 6-6"})})})]}),(0,o.jsxs)("p",{class:"mt-3 text-gray-600 group-open:animate-fadeIn",children:["For any queries call us at 0804-710-9999 or talk to our ",(0,o.jsx)("a",{href:"https://tally.so/r/3X0Jk4?utm_source=website&utm_medium=blog&utm_content=blog16&utm_campaign=registrations",className:"text-blue-600 font-semibold",children:"Career Counsellor"})," by filling the form"]})]})]})]})}),(0,o.jsx)("div",{class:"w-full flex justify-center items-center",children:(0,o.jsxs)("fieldset",{class:"text-xl w-full border border-blue-600 rounded-lg px-4 py-4",children:[(0,o.jsx)("legend",{class:"px-1 font-semibold",children:"Also Read"}),(0,o.jsxs)("div",{class:"flex flex-col gap-4 text-base font-medium text-blue-700 leading-[1.5]",children:[(0,o.jsx)("a",{href:"https://www.microdegree.work/blog/software-tester-to-devops-2025",children:"Switching from Software Tester to DevOps in 2025: A Step-by-Step Guide"}),(0,o.jsx)("a",{href:"https://www.microdegree.work/blog/aws-azure-gcp-career-growth-india",children:"AWS vs Azure vs GCP: Which Cloud will boost your career in India in 2025?"}),(0,o.jsx)("a",{href:"https://www.microdegree.work/blog/aws-services",children:"AWS in 2025: Essential Services Every Cloud Engineer Should Know"}),(0,o.jsx)("a",{href:"https://www.microdegree.work/blog/devops-tools",children:"Top 10 DevOps Tools for Beginners in 2025"}),(0,o.jsx)("a",{href:"https://www.microdegree.work/blog/aws-best-practices",children:"Top AWS Security Best Practices Every Beginner Must Know"}),(0,o.jsx)("a",{href:"https://www.microdegree.work/blog/devops-learning-roadmap-2025",children:"DevOps Learning Roadmap 2025: Step-by-Step Guide for Beginners"}),(0,o.jsx)("a",{href:"https://www.microdegree.work/blog/ai-native-azure-services-beginners-guide",children:"AI-Native Azure Services: Beginner's Guide to Smarter Cloud Apps"}),(0,o.jsx)("a",{href:"https://www.microdegree.work/blog/agentic-ai-aws-everything-you

1-need-to-know",children:"Agentic AI AWS: Everything You Need to Know"})]})]})})]}),(0,o.jsx)(l.D,{})]})})})}},60328:function(e,s,a){e.exports=a.p+"static/media/elearning.0d63cc9b90ea074c4f30.webp"},5413:function(e,s,a){e.exports=a.p+"static/media/elearning1.109108e86cb9580599d0.webp"}}]);
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