{"id":82399,"date":"2025-06-30T13:02:40","date_gmt":"2025-06-30T07:32:40","guid":{"rendered":"https:\/\/www.guvi.in\/blog\/?p=82399"},"modified":"2026-06-16T10:12:30","modified_gmt":"2026-06-16T04:42:30","slug":"machine-learning-engineer-salary","status":"publish","type":"post","link":"https:\/\/www.guvi.in\/blog\/machine-learning-engineer-salary\/","title":{"rendered":"Machine Learning Engineer Salary in India: Exclusive 2026 Guide"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>TL;DR Summary<\/strong><\/h2>\n\n\n\n<ul>\n<li>Machine learning engineer salary in India ranges from <strong>\u20b96 LPA to \u20b950 LPA<\/strong> depending on experience, skills, and location<\/li>\n\n\n\n<li>Entry-level ML engineers earn <strong>\u20b96 to \u20b911 LPA<\/strong>, mid-level professionals take home <strong>\u20b98 to \u20b916 LPA<\/strong>, and senior engineers command <strong>\u20b918 to \u20b929+ LPA<\/strong><\/li>\n\n\n\n<li>Bangalore, Hyderabad, and Mumbai offer the highest packages<\/li>\n\n\n\n<li>Deep learning, NLP, and MLOps specialisations push salaries significantly higher<\/li>\n\n\n\n<li>Companies like Google India, Qualcomm, and Amazon are among the top payers<\/li>\n<\/ul>\n\n\n\n<p>Thinking about a career in Machine Learning but unsure if the pay justifies the effort? You are not alone. ML engineering is one of the most talked-about roles in India&#8217;s tech space right now, and the salary data in 2026 makes a compelling case. <\/p>\n\n\n\n<p>Whether you are a fresher exploring options or a working professional eyeing a switch, understanding the machine learning engineer salary landscape helps you plan your path with clarity.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Who is a Machine Learning Engineer?<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/What-does-a-Machine-Learning-Engineer-do_-1200x630.png\" alt=\"Who is a Machine Learning Engineer?\" class=\"wp-image-83239\" srcset=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/What-does-a-Machine-Learning-Engineer-do_-1200x630.png 1200w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/What-does-a-Machine-Learning-Engineer-do_-300x158.png 300w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/What-does-a-Machine-Learning-Engineer-do_-768x403.png 768w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/What-does-a-Machine-Learning-Engineer-do_-1536x806.png 1536w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/What-does-a-Machine-Learning-Engineer-do_-2048x1075.png 2048w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/What-does-a-Machine-Learning-Engineer-do_-150x79.png 150w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" title=\"\"><\/figure>\n\n\n\n<p>A <a href=\"https:\/\/www.guvi.in\/blog\/who-is-an-ml-engineer\/\" target=\"_blank\" rel=\"noreferrer noopener\">machine learning engineer<\/a> sits at the crossroads of software development, data science, and statistics. Unlike a data scientist who focuses mainly on models and analysis, an ML engineer builds and deploys systems that learn and make decisions at scale.<\/p>\n\n\n\n<p>In practice, their day involves training and optimising models, processing large datasets, writing production-ready code, and collaborating with both data teams and product stakeholders. It is a role that demands both technical depth and practical problem-solving.<\/p>\n\n\n\n<p><strong>Core responsibilities include:<\/strong><\/p>\n\n\n\n<ul>\n<li>Designing and implementing ML algorithms and deep learning pipelines<\/li>\n\n\n\n<li>Running model experiments and performance benchmarking<\/li>\n\n\n\n<li>Deploying models into production environments using <a href=\"https:\/\/www.guvi.in\/blog\/what-is-mlops\/\" target=\"_blank\" rel=\"noreferrer noopener\">MLOps <\/a>tools<\/li>\n\n\n\n<li>Processing and cleaning large-scale datasets for training<\/li>\n<\/ul>\n\n\n\n<div style=\"background-color: #099f4e; border: 3px solid #110053; border-radius: 12px; padding: 18px 22px; color: #FFFFFF; font-size: 18px; font-family: Montserrat, Helvetica, sans-serif; line-height: 1.6; box-shadow: 0 4px 12px rgba(0, 0, 0, 0.15); max-width: 750px;\">\n  <strong style=\"font-size: 22px; color: #ffffff;\">\ud83d\udca1 Did You Know?<\/strong> <br \/><br \/>\n  <span>\n    Python appears in over 71% of AI and ML job postings in India, making it the single most important language for anyone entering this field. Frameworks like TensorFlow and PyTorch are close behind on most hiring checklists.\n  <\/span>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Machine Learning Engineer Salary by Experience Level<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Machine-Learning-Engineer-Salary-by-Experience-1200x630.png\" alt=\"Machine Learning Engineer Salary by Experience Level\" class=\"wp-image-83240\" srcset=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Machine-Learning-Engineer-Salary-by-Experience-1200x630.png 1200w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Machine-Learning-Engineer-Salary-by-Experience-300x158.png 300w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Machine-Learning-Engineer-Salary-by-Experience-768x403.png 768w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Machine-Learning-Engineer-Salary-by-Experience-1536x806.png 1536w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Machine-Learning-Engineer-Salary-by-Experience-2048x1075.png 2048w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Machine-Learning-Engineer-Salary-by-Experience-150x79.png 150w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" title=\"\"><\/figure>\n\n\n\n<p>Experience is the biggest lever that moves your ML salary. The progression from entry level to senior is significant, with each stage offering a clear jump in earnings if you are building the right skills along the way.<\/p>\n\n\n\n<p>Here is how the salary landscape looks across experience levels:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Experience Level<\/th><th>Years of Experience<\/th><th>Salary Range (Per Annum)<\/th><\/tr><\/thead><tbody><tr><td>Entry Level<\/td><td>0 to 2 years<\/td><td>\u20b96 LPA to \u20b911 LPA<\/td><\/tr><tr><td>Mid Level<\/td><td>3 to 7 years<\/td><td>\u20b98 LPA to \u20b916 LPA<\/td><\/tr><tr><td>Senior Level<\/td><td>8 to 10+ years<\/td><td>\u20b918 LPA to \u20b929+ LPA<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\"><strong>Machine Learning Engineer Salary by Experience Level<\/strong><\/figcaption><\/figure>\n\n\n\n<p><strong>Entry Level (0 to 2 years)<\/strong><\/p>\n\n\n\n<p>If you are just starting out, you can realistically expect between \u20b96 LPA and \u20b911 LPA. Graduates from premier institutes or those with strong project portfolios and certifications can land at the higher end of this range. At this stage, your work typically involves data preprocessing, assisting in model building, and running test experiments.<\/p>\n\n\n\n<p><strong>Mid Level (3 to 7 years)<\/strong><\/p>\n\n\n\n<p>This is where things start getting interesting. With 3 to 7 years of experience, mid-level ML engineers command \u20b98 LPA to \u20b916 LPA, with the median around \u20b913 LPA. Specialising in NLP, computer vision, or cloud ML at this stage can push your package toward the upper end.<\/p>\n\n\n\n<p><strong>Senior Level (8+ years)<\/strong><\/p>\n\n\n\n<p>Senior ML engineers are among the most valuable professionals in the Indian tech market. With 8 or more years, salaries typically fall between \u20b918 LPA and \u20b929+ LPA. Professionals with 10+ years and leadership experience in AI product development can command packages that go well beyond this range.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What Factors Influence a Machine Learning Engineer&#8217;s Salary in India?<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Factors-Influencing-Machine-Learning-Engineer-Salary-in-India-1200x630.png\" alt=\"What Factors Influence a Machine Learning Engineer&#039;s Salary in India?\" class=\"wp-image-83241\" srcset=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Factors-Influencing-Machine-Learning-Engineer-Salary-in-India-1200x630.png 1200w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Factors-Influencing-Machine-Learning-Engineer-Salary-in-India-300x158.png 300w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Factors-Influencing-Machine-Learning-Engineer-Salary-in-India-768x403.png 768w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Factors-Influencing-Machine-Learning-Engineer-Salary-in-India-1536x806.png 1536w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Factors-Influencing-Machine-Learning-Engineer-Salary-in-India-2048x1075.png 2048w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Factors-Influencing-Machine-Learning-Engineer-Salary-in-India-150x79.png 150w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" title=\"\"><\/figure>\n\n\n\n<p>Salary is rarely determined by experience alone. Several factors shape where you land on the pay scale, and understanding them helps you make smarter career decisions.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Skill Set and Specialisation<\/strong><\/h3>\n\n\n\n<p>The tools you know and the depth of your expertise directly affect your earning potential. Specialisations in deep learning, <a href=\"https:\/\/www.guvi.in\/blog\/must-know-nlp-hacks-for-beginners\/\" target=\"_blank\" rel=\"noreferrer noopener\">NLP<\/a>, and computer vision consistently command premium pay over generalist ML roles. Knowing MLOps tools like <a href=\"https:\/\/mlflow.org\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">MLfl<\/a><a href=\"https:\/\/mlflow.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">o<\/a><a href=\"https:\/\/mlflow.org\/\" target=\"_blank\" rel=\"noopener\">w<\/a> and Kubeflow, and having hands-on cloud experience on AWS, Azure, or GCP, also adds significant leverage during salary negotiations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Education and Certifications<\/strong><\/h3>\n\n\n\n<p>A master&#8217;s or PhD in computer science, data science, or a related field generally results in a higher starting salary. Relevant certifications that employers value include the AWS Certified Machine Learning Specialty, Microsoft Azure AI Engineer Associate, and Google Cloud Professional ML Engineer credentials.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Location<\/strong><\/h3>\n\n\n\n<p>Where you work matters quite a bit. Bangalore consistently offers the highest ML salaries, ranging from \u20b95 LPA to \u20b930 LPA, driven by the city&#8217;s dense concentration of tech companies. <\/p>\n\n\n\n<p>Hyderabad follows with \u20b96 LPA to \u20b925 LPA, and Mumbai offers \u20b98 LPA to \u20b920 LPA. Delhi NCR ranges from \u20b97 LPA to \u20b920 LPA, while Chennai, Pune, and Kolkata average between \u20b95 LPA and \u20b915 LPA.<\/p>\n\n\n\n<div style=\"background-color: #099f4e; border: 3px solid #110053; border-radius: 12px; padding: 18px 22px; color: #FFFFFF; font-size: 18px; font-family: Montserrat, Helvetica, sans-serif; line-height: 1.6; box-shadow: 0 4px 12px rgba(0, 0, 0, 0.15); max-width: 750px;\">\n  <strong style=\"font-size: 22px; color: #ffffff;\">\ud83d\udca1 Did You Know?<\/strong> <br \/><br \/>\n  <span>\n   The global machine learning market is projected to reach $225.91 billion by 2030. In India, ML-related job postings have grown over 33% year on year, making it one of the fastest-growing tech roles in the country\n  <\/span>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Top Companies Hiring ML Engineers in India and What They Pay<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Top-Companies-Hiring-Machine-Learning-Engineers-in-India-1200x630.png\" alt=\"Top Companies Hiring ML Engineers in India and What They Pay\" class=\"wp-image-83242\" srcset=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Top-Companies-Hiring-Machine-Learning-Engineers-in-India-1200x630.png 1200w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Top-Companies-Hiring-Machine-Learning-Engineers-in-India-300x158.png 300w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Top-Companies-Hiring-Machine-Learning-Engineers-in-India-768x403.png 768w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Top-Companies-Hiring-Machine-Learning-Engineers-in-India-1536x806.png 1536w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Top-Companies-Hiring-Machine-Learning-Engineers-in-India-2048x1075.png 2048w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/07\/Top-Companies-Hiring-Machine-Learning-Engineers-in-India-150x79.png 150w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" title=\"\"><\/figure>\n\n\n\n<p>The Indian ML job market is active across both global tech giants and home-grown companies. Here is a snapshot of what top employers are paying machine learning engineers:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Company<\/th><th>Average Annual Salary<\/th><\/tr><\/thead><tbody><tr><td>Google India<\/td><td>\u20b946.5 LPA<\/td><\/tr><tr><td>Qualcomm<\/td><td>\u20b928.5 LPA<\/td><\/tr><tr><td>Amazon<\/td><td>\u20b99 LPA to \u20b925 LPA<\/td><\/tr><tr><td>Fractal Analytics<\/td><td>\u20b920.8 LPA<\/td><\/tr><tr><td>Accenture<\/td><td>\u20b913.5 LPA<\/td><\/tr><tr><td>TCS<\/td><td>\u20b97.7 LPA<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\"><strong>Top Companies Hiring ML Engineers in India and What They Pay<\/strong><\/figcaption><\/figure>\n\n\n\n<p>Beyond salaries, companies like Amazon also offer applied scientist roles where total compensation including stock can reach \u20b939 LPA. The spread here illustrates why company selection is as important as experience when it comes to ML earnings in India.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Common Mistakes ML Aspirants Make That Hurt Their Salary<\/strong><\/h2>\n\n\n\n<p>This is a section most salary guides skip, but it is worth paying attention to if you are actively building toward this career.<\/p>\n\n\n\n<p><strong>1. Skipping MLOps skills:<\/strong> Many ML learners focus entirely on model building and ignore deployment. Employers value engineers who can take a model from notebook to production, and this gap is often reflected in salary negotiations.<\/p>\n\n\n\n<p><strong>2. Building a narrow skill set:<\/strong> Relying only on one framework or one cloud platform limits your options. Diversifying across TensorFlow and PyTorch, and getting certified on at least one cloud platform, broadens the roles you qualify for.<\/p>\n\n\n\n<p><strong>3. Ignoring project portfolios:<\/strong> Approximately 25% of ML job listings today skip degree requirements and focus entirely on demonstrated skills. A portfolio with real, deployed projects can outweigh a degree from an average institution.<\/p>\n\n\n\n<p><strong>4. Staying at the same company too long:<\/strong> Strategic job transitions are one of the fastest ways to get a salary jump. Many ML professionals see a 40 to 60% hike when switching companies compared to internal increments.<\/p>\n\n\n\n<p><strong>5. Underestimating soft skills:<\/strong> ML engineers who can communicate model results clearly to non-technical stakeholders are far more valuable to organisations. Communication and collaboration skills are increasingly mentioned in senior ML job descriptions.<\/p>\n\n\n\n<p><strong>Ready to build the skills that get you to \u20b915 LPA and beyond?<\/strong> HCL GUVI&#8217;s <a href=\"https:\/\/www.guvi.in\/mlp\/artificial-intelligence-and-machine-learning\/?utm_source=blog&amp;utm_medium=hyperlink&amp;utm_campaign=machine-learning-engineer-salary\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/www.guvi.in\/mlp\/artificial-intelligence-and-machine-learning\/?utm_source=blog&amp;utm_medium=hyperlink&amp;utm_campaign=machine-learning-engineer-salary\" rel=\"noreferrer noopener\">AI and Machine Learning Programme<\/a> is built in collaboration with IITM Pravartak and covers everything from Python and deep learning to GenAI and MLOps, with real-world projects to build your portfolio.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Conclusion<\/strong><\/h2>\n\n\n\n<p>Machine learning engineering is one of the most financially rewarding tech careers available in India right now. Whether you are starting out at \u20b96 LPA or targeting \u20b925+ LPA as a senior professional, the trajectory is clear: skills, specialisation, and strategic career decisions are what separate average packages from exceptional ones.<\/p>\n\n\n\n<p>The demand for ML talent in India is not slowing down, and salaries across all experience levels continue to move upward. If you invest in the right skills today and build a portfolio that proves your capabilities, you are positioning yourself for one of the highest-growth careers in the country. Start with a solid foundation, pick a specialisation, and keep shipping projects.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>FAQs<\/strong><\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1751262064718\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q1. What is the average salary range for Machine Learning Engineers in India in 2026?\u00a0<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The average salary range for Machine Learning Engineers in India in 2026 is expected to be between \u20b93,48,000 to \u20b950,00,000 annually, with freshers potentially earning \u20b96 LPA and experienced professionals commanding up to \u20b950 LPA.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1751262071966\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q2. How does experience level affect a Machine Learning Engineer&#8217;s salary in India?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Experience significantly impacts salary. Entry-level professionals (0-1 years) can expect around \u20b96-11 LPA, mid-level engineers (3-7 years) command \u20b98-16 LPA, and senior roles (8+ years) fetch \u20b918-25 LPA and beyond.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1751262091467\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q3. Which cities in India offer the highest salaries for Machine Learning Engineers?\u00a0<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Bangalore and Hyderabad offer the highest salaries for Machine Learning Engineers in India. Professionals in Bangalore can earn approximately \u20b911,50,628 annually, while those in Hyderabad can expect around \u20b912,50,000.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1751262107639\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q4. What skills can help increase a Machine Learning Engineer&#8217;s salary?\u00a0<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>To boost salary potential, focus on mastering in-demand tools like TensorFlow and PyTorch, specializing in areas like deep learning, NLP, or computer vision, and gaining proficiency in MLOps tools and cloud platforms.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1751262122637\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q5. How does the salary of Machine Learning Engineers compare to other tech roles in India?\u00a0<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Machine Learning Engineers in India earn slightly less than Data Scientists but remain among the highest-paid tech professionals. The average ML Engineer salary is projected to reach \u20b910,88,060 annually by 2025, outpacing many other tech roles.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1781184337111\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q6. How long does it take to become a machine learning engineer in India? <\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>With a structured learning plan covering Python, statistics, ML algorithms, and deployment tools, most motivated learners can be job-ready in 9 to 12 months. Prior programming experience accelerates this timeline.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>TL;DR Summary Thinking about a career in Machine Learning but unsure if the pay justifies the effort? You are not alone. ML engineering is one of the most talked-about roles in India&#8217;s tech space right now, and the salary data in 2026 makes a compelling case. Whether you are a fresher exploring options or a [&hellip;]<\/p>\n","protected":false},"author":16,"featured_media":83237,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[933,13],"tags":[],"views":"21460","authorinfo":{"name":"Jaishree Tomar","url":"https:\/\/www.guvi.in\/blog\/author\/jaishree\/"},"thumbnailURL":"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/Machine-Learning-Engineer-Salary-in-India-Exclusive-Guide-300x116.png","_links":{"self":[{"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/posts\/82399"}],"collection":[{"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/comments?post=82399"}],"version-history":[{"count":11,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/posts\/82399\/revisions"}],"predecessor-version":[{"id":116795,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/posts\/82399\/revisions\/116795"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/media\/83237"}],"wp:attachment":[{"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/media?parent=82399"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/categories?post=82399"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/tags?post=82399"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}