{"id":1415,"date":"2026-03-17T07:34:01","date_gmt":"2026-03-17T07:34:01","guid":{"rendered":"https:\/\/blog.gtracademy.org\/?p=1415"},"modified":"2026-03-18T09:32:55","modified_gmt":"2026-03-18T09:32:55","slug":"machine-learning-engineer-career-scope","status":"publish","type":"post","link":"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/","title":{"rendered":"Machine Learning Engineer Career Scope"},"content":{"rendered":"\n<p>A lot of people have probably told you that the job market is great for <a href=\"https:\/\/gtracademy.org\/pg-diploma-in-ai-and-data-science\/\"><strong>Machine Learning Engineers<\/strong><\/a> if you&#8217;ve been looking for a job or talking to friends about tech jobs. It&#8217;s not just talk in 2026; it&#8217;s really happening, especially in India. Companies really need people who can build machine learning models that work in the real world, use them, and make them better. AI is used in a lot of different ways, like to recommend items on online stores, figure out what&#8217;s wrong with someone&#8217;s health, and put self-driving cars through their paces.<\/p>\n\n\n\n<p>A lot of you who are reading this also live in Delhi. In just a few years, I&#8217;ve seen friends go from being new graduates to making a lot of money. The Machine Learning Engineer path is a great way to grow, whether you&#8217;re a 12th grader with big dreams, a BTech student who wants to change careers, or a working professional who wants to learn more.<\/p>\n\n\n\n<p>Connect With Us:&nbsp;<a href=\"https:\/\/api.whatsapp.com\/send\/?phone=919650518049&amp;text=Hi%2C%20I%20want%20to%20know%20more%20about%20GTR%20academy%20courses\" target=\"_blank\" rel=\"noreferrer noopener\">WhatsApp<\/a><\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"1417\" src=\"https:\/\/blog.gtracademy.org\/wp-content\/uploads\/2026\/03\/Machine-Learning-Engineer-Career-Scope-1024x576.webp\" alt=\"Machine Learning Engineer\" class=\"wp-image-1417\" srcset=\"https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/03\/Machine-Learning-Engineer-Career-Scope-1024x576.webp 1024w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/03\/Machine-Learning-Engineer-Career-Scope-300x169.webp 300w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/03\/Machine-Learning-Engineer-Career-Scope-768x432.webp 768w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/03\/Machine-Learning-Engineer-Career-Scope-1536x864.webp 1536w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/03\/Machine-Learning-Engineer-Career-Scope-747x420.webp 747w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/03\/Machine-Learning-Engineer-Career-Scope-150x84.webp 150w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/03\/Machine-Learning-Engineer-Career-Scope-696x392.webp 696w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/03\/Machine-Learning-Engineer-Career-Scope-1068x601.webp 1068w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/03\/Machine-Learning-Engineer-Career-Scope.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#Machine_Learning_Engineer_Demand_in_India_2026_Trends\" >Machine Learning Engineer Demand in India (2026 Trends)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#Machine_Learning_Engineer_Salary_in_India_2026_Updated\" >Machine Learning Engineer Salary in India (2026 Updated)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#How_to_Become_a_Machine_Learning_Engineer_in_2026_Step-by-Step_Roadmap\" >How to Become a Machine Learning Engineer in 2026 (Step-by-Step Roadmap)<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#Step_1_Learn_the_Basics_3%E2%80%936_Months\" >Step 1: Learn the Basics (3\u20136 Months)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#Step_2_Core_Machine_Learning_6%E2%80%939_Months\" >Step 2: Core Machine Learning (6\u20139 Months)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#Step_3_Hands-On_Practice_Tools\" >Step 3: Hands-On Practice &amp; Tools<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#Step_4_Advanced_Skills\" >Step 4: Advanced Skills<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#Step_5_Portfolio_Job_Search\" >Step 5: Portfolio &amp; Job Search<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#Skills_Required_for_Machine_Learning_Engineers_in_2026\" >Skills Required for Machine Learning Engineers in 2026<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#ML_Engineer_vs_Other_AI_Roles_India_2026_Comparison\" >ML Engineer vs Other AI Roles (India 2026 Comparison)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#Tips_to_Grow_Faster_in_Machine_Learning_Career\" >Tips to Grow Faster in Machine Learning Career<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#FAQs_Machine_Learning_Engineer_Career_in_India\" >FAQs: Machine Learning Engineer Career in India<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/gtracademy.org\/blog\/machine-learning-engineer-career-scope\/#Conclusion_Is_Machine_Learning_a_Good_Career_in_2026\" >Conclusion: Is Machine Learning a Good Career in 2026?<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Machine_Learning_Engineer_Demand_in_India_2026_Trends\"><\/span><strong>Machine Learning Engineer Demand in India (2026 Trends)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>In this blog, we&#8217;ll cover everything: current salaries, how to get started (even after 12th grade), a realistic plan for 2026, the skills you need, examples from the field, and tips on how to stand out. Let&#8217;s get to the point.<\/p>\n\n\n\n<p>Right now, a lot of people in India want to learn about machine learning engineering. India has a lot of AI jobs right now. LinkedIn and MeitY say that there will be more than a million jobs in AI by 2026. The most in-demand jobs will be for ML engineers. A lot of companies, like Google, Amazon, Flipkart, Reliance Jio, and new ones in the healthtech and fintech fields, are hiring.<\/p>\n\n\n\n<p>What makes it different? Machine learning jobs are different from regular software engineering jobs because they require coding, math, data wrangling, and an understanding of how businesses work. You make models that predict when customers will leave, find fraud, or make supply chains run more smoothly. These things help companies save or make millions of dollars.<\/p>\n\n\n\n<p>In the real world: In 2023, a friend from IIT Delhi began working as a junior ML engineer at a fintech company in Bengaluru. He was a senior in charge of recommendation systems that helped sales grow by 18% by 2026. What happened to him? GitHub has a lot of great projects, and I learn something new every day.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Machine_Learning_Engineer_Salary_in_India_2026_Updated\"><\/span><strong>Machine Learning Engineer Salary in India (2026 Updated)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Isn&#8217;t money important? Glassdoor, AmbitionBox, PayScale, and other sites say this in early 2026:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>If you are just starting out in your career or have less than two years of experience, you can expect to make between \u20b96 and \u20b912 LPA, with an average of \u20b98\u201310 LPA. FAANG or MNCs will pay people with strong portfolios or who go to top colleges \u20b912\u201315 LPA.<\/li>\n\n\n\n<li>The pay for mid-level jobs (3\u20136 years) is \u20b915\u201330 LPA, but bonuses or stock options can raise it to \u20b925\u201340 LPA.<\/li>\n\n\n\n<li>People with 7 or more years of experience can expect to make between \u20b930,000 and \u20b960,000 LPA. The highest-paying jobs are in product companies or as a leader, with salaries of \u20b980 LPA or more.<\/li>\n<\/ul>\n\n\n\n<p>In big cities like Bangalore, Hyderabad, Pune, and Delhi-NCR, prices go up by 20 to 30 percent. Remote or global jobs can pay the same amount in rupees as they do in the US, even for Indian companies.<\/p>\n\n\n\n<p>The average salary in the US is between $160,000 and $200,000. But for Indians, working from home for US companies usually pays between \u20b940 and \u20b980 LPA.<\/p>\n\n\n\n<p>If you know how to deploy in production, have MLOps skills, GenAI\/LLM experience, and experience with cloud services like AWS, GCP, or Azure, your pay might go up.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_to_Become_a_Machine_Learning_Engineer_in_2026_Step-by-Step_Roadmap\"><\/span><strong>How to Become a Machine Learning Engineer in 2026 (Step-by-Step Roadmap)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>How to Find Work as a Machine Learning Engineer You don&#8217;t need a fancy degree to get started, but a B.Tech in CS or IT can help. This is true after 12th grade or at any other time. Many people learn it by studying on their own and getting a diploma.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_1_Learn_the_Basics_3%E2%80%936_Months\"><\/span><strong>Step 1: Learn the Basics (3\u20136 Months)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Learn a lot about Python, like how to use libraries like NumPy and Pandas, how to use variables, and how to use OOP<\/li>\n\n\n\n<li>Working on linear algebra, calculus, and probability and statistics will help you get better at math<\/li>\n\n\n\n<li>Tools: FreeCodeCamp, Khan Academy, 3Blue1Brown<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_2_Core_Machine_Learning_6%E2%80%939_Months\"><\/span><strong>Step 2: Core Machine Learning (6\u20139 Months)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Supervised and unsupervised learning<\/li>\n\n\n\n<li>Classification, regression, trees, ensembles<\/li>\n\n\n\n<li>Deep learning basics: CNNs, RNNs, transformers<\/li>\n\n\n\n<li>Courses: Andrew Ng (Coursera), Fast.ai<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_3_Hands-On_Practice_Tools\"><\/span><strong>Step 3: Hands-On Practice &amp; Tools<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Scikit-learn, TensorFlow, PyTorch, Hugging Face<\/li>\n\n\n\n<li>MLOps tools: Docker, Kubernetes, CI\/CD, MLflow<\/li>\n\n\n\n<li>Build projects: stock predictor, image classifier, sentiment analysis<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_4_Advanced_Skills\"><\/span><strong>Step 4: Advanced Skills<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GenAI, NLP, computer vision, reinforcement learning<\/li>\n\n\n\n<li>Deployment via Streamlit, FastAPI, cloud<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_5_Portfolio_Job_Search\"><\/span><strong>Step 5: Portfolio &amp; Job Search<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>4\u20136 strong GitHub projects<\/li>\n\n\n\n<li>Kaggle competitions<\/li>\n\n\n\n<li>Apply via LinkedIn and Naukri<\/li>\n<\/ul>\n\n\n\n<p>A man from Delhi who doesn&#8217;t work in computer science (he&#8217;s in business) used Krish Naik&#8217;s free playlists to make a project to find fraud. In 2025, I got a job at a startup that paid me \u20b99 LPA. Now it&#8217;s 18 LPA.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Skills_Required_for_Machine_Learning_Engineers_in_2026\"><\/span><strong>Skills Required for Machine Learning Engineers in 2026<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python, SQL, Git<\/li>\n\n\n\n<li>ML frameworks: PyTorch, TensorFlow, Scikit-learn<\/li>\n\n\n\n<li>Data tools: Pandas, NumPy, Spark<\/li>\n\n\n\n<li>Deployment: AWS, GCP, APIs<\/li>\n\n\n\n<li>Soft skills: problem-solving, communication<\/li>\n<\/ul>\n\n\n\n<p>Trending skills: LLM fine-tuning, ethical AI, edge ML<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ML_Engineer_vs_Other_AI_Roles_India_2026_Comparison\"><\/span><strong>ML Engineer vs Other AI Roles (India 2026 Comparison)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Role<\/th><th>Avg Salary<\/th><th>Focus Area<\/th><th>Math Level<\/th><th>Demand<\/th><\/tr><\/thead><tbody><tr><td>ML Engineer<\/td><td>\u20b920\u201340 LPA<\/td><td>Build &amp; deploy models<\/td><td>High<\/td><td>Very High<\/td><\/tr><tr><td>Data Scientist<\/td><td>\u20b915\u201335 LPA<\/td><td>Insights &amp; analysis<\/td><td>High<\/td><td>High<\/td><\/tr><tr><td>AI Engineer<\/td><td>\u20b918\u201345 LPA<\/td><td>End-to-end AI systems<\/td><td>Medium-High<\/td><td>Exploding<\/td><\/tr><tr><td>Data Engineer<\/td><td>\u20b912\u201330 LPA<\/td><td>Data pipelines<\/td><td>Low-Medium<\/td><td>High<\/td><\/tr><tr><td>MLOps Engineer<\/td><td>\u20b925\u201350 LPA<\/td><td>Production ML<\/td><td>Medium<\/td><td>Rising<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>ML Engineer wins in impact + salary balance.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tips_to_Grow_Faster_in_Machine_Learning_Career\"><\/span><strong>Tips to Grow Faster in Machine Learning Career<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Build strong GitHub portfolio<\/li>\n\n\n\n<li>Contribute to open-source (Hugging Face, Scikit-learn)<\/li>\n\n\n\n<li>Attend meetups (Delhi, Bangalore AI events)<\/li>\n\n\n\n<li>Get certifications (AWS ML, Google ML Engineer)<\/li>\n\n\n\n<li>Learn enterprise tools (SAP via <strong><a href=\"https:\/\/gtracademy.org\/\">GTR Academy<\/a><\/strong>)<\/li>\n\n\n\n<li>Stay consistent daily coding<\/li>\n\n\n\n<li>Try freelancing on Upwork<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"FAQs_Machine_Learning_Engineer_Career_in_India\"><\/span><strong>FAQs: Machine Learning Engineer Career in India<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>1. Average salary in 2026?<\/strong><br>\u20b912\u201320 LPA average; \u20b96\u201312 LPA freshers; \u20b930\u201360 LPA seniors<\/p>\n\n\n\n<p><strong>2. Can I start after 12th?<\/strong><br>Yes\u2014learn Python, ML, build projects<\/p>\n\n\n\n<p><strong>3. Best roadmap?<\/strong><br>Basics \u2192 ML \u2192 Deep Learning \u2192 MLOps \u2192 Projects<\/p>\n\n\n\n<p><strong>4. Key skills?<\/strong><br>Python, ML frameworks, cloud, GenAI<\/p>\n\n\n\n<p><strong>5. ML Engineer vs Data Scientist?<\/strong><br>ML = deployment, DS = analysis<\/p>\n\n\n\n<p><strong>6. Fresher salary?<\/strong><br>Up to \u20b915 LPA with strong portfolio<\/p>\n\n\n\n<p><strong>7. Top companies?<\/strong><br>Google, Amazon, Flipkart, Reliance<\/p>\n\n\n\n<p><strong>8. Need master\u2019s degree?<\/strong><br>No, but helpful for research roles<\/p>\n\n\n\n<p><strong>9. Preparation time?<\/strong><br>6\u201318 months<\/p>\n\n\n\n<p><strong>10. Future scope?<\/strong><br>Very high demand till 2030+<\/p>\n\n\n\n<p>Connect With Us:&nbsp;<a href=\"https:\/\/api.whatsapp.com\/send\/?phone=919650518049&amp;text=Hi%2C%20I%20want%20to%20know%20more%20about%20GTR%20academy%20courses\" target=\"_blank\" rel=\"noreferrer noopener\">WhatsApp<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion_Is_Machine_Learning_a_Good_Career_in_2026\"><\/span><strong>Conclusion: Is Machine Learning a Good Career in 2026?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Finally, is it worth it to be a machine learning engineer in 2026?<\/p>\n\n\n\n<p>Yes, if you like solving problems and aren&#8217;t afraid of math or code. There are a lot of jobs for Machine Learning Engineers in India. There is a lot of work to be done and pay raises of 15% to 20% are common. The work is also important.<\/p>\n\n\n\n<p>Start now: Pick one resource, code for an hour every day, and begin your first project. In a year or a year and a half, you might be in interviews. GenAI is changing the field quickly, but the main idea of using <a href=\"https:\/\/blog.gtracademy.org\/\"><strong>Data Science Course<\/strong><\/a> to make decisions is still the same.<\/p>\n\n\n\n<p>What have you done before? If you leave a comment, I&#8217;ll be happy to tell you what to do next!<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A lot of people have probably told you that the job market is great for Machine Learning Engineers if you&#8217;ve been looking for a job or talking to friends about tech jobs. It&#8217;s not just talk in 2026; it&#8217;s really happening, especially in India. Companies really need people who can build machine learning models that [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1417,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[54],"tags":[727,729,725],"class_list":{"0":"post-1415","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"tag-ai-jobs-india","9":"tag-how-to-become-ml-engineer","10":"tag-machine-learning-engineer-career"},"_links":{"self":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/1415","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/comments?post=1415"}],"version-history":[{"count":2,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/1415\/revisions"}],"predecessor-version":[{"id":1437,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/1415\/revisions\/1437"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/media\/1417"}],"wp:attachment":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/media?parent=1415"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/categories?post=1415"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/tags?post=1415"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}