{"id":10939,"date":"2025-09-12T20:16:30","date_gmt":"2025-09-12T14:46:30","guid":{"rendered":"https:\/\/www.scaler.com\/blog\/?p=10939"},"modified":"2026-04-24T17:54:47","modified_gmt":"2026-04-24T12:24:47","slug":"ai-ml-engineer-salary","status":"publish","type":"post","link":"https:\/\/www.scaler.com\/blog\/ai-ml-engineer-salary\/","title":{"rendered":"AI ML Engineer Salary in India [2026]"},"content":{"rendered":"\n

AI and Machine Learning (ML) have become the backbone of modern innovations, powering industries from finance and healthcare to e-commerce and education. As organizations embrace automation, predictive analytics, and generative AI, the AI ML engineer salary has witnessed a sharp rise across India. Both the artificial intelligence engineer salary and the machine learning engineer salary in India now compete with some of the top-paying roles in the technology sector.<\/p>\n\n\n\n

However, salaries in this field are not uniform. They vary significantly depending on experience, skills, specialization, location, and even company type. This comprehensive guide breaks down every aspect of AI\/ML compensation, including salary growth over time, career roles, and practical tips to maximize your earning potential.<\/p>\n\n\n\n

<\/span>Who is an AI\/ML Engineer and What Do They Do?<\/strong><\/span><\/h2>\n\n\n\n

AI\/ML engineers are specialized professionals responsible for developing, training, and deploying intelligent systems. While the terms are often used interchangeably, there are subtle distinctions:<\/p>\n\n\n\n

    \n
  • AI Engineers focus on creating systems that mimic human intelligence, including decision-making, automation, and reasoning.<\/li>\n\n\n\n
  • Machine Learning Engineers implement and optimize algorithms that help machines learn from data, enabling predictive analytics and real-time decision-making.<\/li>\n<\/ul>\n\n\n\n

    Common responsibilities include:<\/p>\n\n\n\n

      \n
    • Designing and training machine learning models.<\/li>\n\n\n\n
    • Building and managing large datasets and data pipelines.<\/li>\n\n\n\n
    • Deploying models into production using cloud platforms.<\/li>\n\n\n\n
    • Optimizing algorithms for speed and accuracy.<\/li>\n\n\n\n
    • Collaborating with data scientists, developers, and business teams to solve real-world problems.<\/li>\n<\/ul>\n\n\n\n

      Industries hiring AI\/ML engineers:<\/p>\n\n\n\n

        \n
      • Finance and Banking (fraud detection, risk scoring).<\/li>\n\n\n\n
      • Healthcare and Pharma (diagnostics, personalized medicine).<\/li>\n\n\n\n
      • E-commerce and Retail (recommendation systems, demand forecasting).<\/li>\n\n\n\n
      • Education and EdTech (adaptive learning, AI tutors).<\/li>\n\n\n\n
      • IT and Technology (automation, AI infrastructure).<\/li>\n<\/ul>\n\n\n\n\n\n \n Hello World!<\/title>\n <link rel=\"preconnect\" href=\"https:\/\/fonts.googleapis.com\">\n <link rel=\"preconnect\" href=\"https:\/\/fonts.gstatic.com\" crossorigin>\n <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Lato:wght@400;600;700&display=swap\" rel=\"stylesheet\">\n <style>\n .iitr_banner_container {\n font-family: lato;\n display: flex;\n flex-direction: row;\n justify-content: space-between;\n border-radius: 16px;\n background: linear-gradient(88deg, #19000F 24.45%, #66003F 83.33%);\n position: relative;\n\n @media (max-width: 768px) {\n min-height: 450px;\n overflow: hidden;\n flex-direction: column;\n }\n }\n .iitr_banner_content {\n display: flex;\n flex-direction: column;\n align-items: flex-start;\n justify-content: center;\n padding: 20px;\n max-width: 50%;\n\n @media (max-width: 768px) {\n max-width: 100%;\n }\n }\n .iitr_banner_title {\n font-size: 24px;\n font-weight: bold;\n color: #FFFFFF;\n\n @media (max-width: 768px) {\n font-size: 20px;\n }\n }\n .iitr_banner_title_highlight {\n color: #FF0071;\n }\n .iitr_banner_subtitle {\n font-size: 14px;\n color: #FFFFFF;\n margin: 10px 0;\n }\n .iitr_banner_btn {\n display: flex;\n justify-content: center;\n align-items: center;\n padding: 8px 48px;\n background-color: #F8F9F9;\n border-radius: 8px;\n border: 1px solid #E3E8E8;\n font-size: 1.4rem;\n font-weight: 600;\n color: #0D3231;\n text-decoration: none;\n margin-top: 16px;\n\n @media (max-width: 768px) {\n padding: 8px 32px;\n }\n }\n .iitr_banner_image {\n position: absolute;\n bottom: 0;\n right: 0;\n\n @media (max-width: 768px) {\n right: auto;\n object-fit: cover;\n min-width: 100%\n }\n }\n .iitr_banner_image_logo {\n margin-bottom: 16px;\n \n @media (max-width: 768px) {\n width: 240px;\n }\n }\n\n \/* Responsive visibility utilities *\/\n .show-in-mobile {\n display: none;\n }\n .hide-in-mobile {\n display: block;\n }\n\n \/* Mobile breakpoint (768px and below) *\/\n @media (max-width: 768px) {\n .show-in-mobile {\n display: block;\n }\n .hide-in-mobile {\n display: none;\n }\n }\n <\/style>\n <\/head>\n <body>\n <div class=\"iitr_banner_container\">\n <div class=\"iitr_banner_content\">\n <img decoding=\"async\" src=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/176\/281\/original\/Frame_1430102419.svg?1769058073\" class=\"iitr_banner_image_logo\" \/>\n <div class=\"iitr_banner_title\">\n AI Engineering Course Advanced Certification by \n <span class=\"iitr_banner_title_highlight\">\n IIT-Roorkee CEC\n <\/span>\n <\/div>\n <div class=\"iitr_banner_subtitle\">\n A hands on AI engineering program covering Machine Learning, Generative AI, and LLMs – designed for working professionals & delivered by IIT Roorkee in collaboration with Scaler.\n <\/div>\n <a class=\"iitr_banner_btn\" href=\"#\" id=\"iitr_banner_btn\">Enrol Now<\/a>\n <\/div>\n <!-- Desktop Image -->\n <img decoding=\"async\" class=\"iitr_banner_image hide-in-mobile\" src=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/176\/282\/original\/iitr_2.svg?1769058132\" \/>\n <!-- Mobile Image -->\n <img decoding=\"async\" class=\"iitr_banner_image show-in-mobile\" src=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/176\/283\/original\/iitr_2_%281%29.svg?1769059469\" \/>\n <\/div>\n <script>\n document.addEventListener(\"DOMContentLoaded\", () => {\n const pathParts = location.pathname.split(\"\/\").filter(Boolean);\n const currentSlug = pathParts.length > 0 ? pathParts[pathParts.length - 1] : \"homepage\";\n const url = `https:\/\/www.scaler.com\/iit-roorkee-advanced-ai-engineering-course?utm_source=blog&utm_medium=iit_roorkee&utm_content=${currentSlug}`;\n const btns = document.querySelectorAll(\".iitr_banner_btn\");\n btns.forEach(btn => {\n btn.href = url;\n });\n });\n <\/script>\n <\/body>\n<\/html>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"growing-demand-and-career-scope-for-aiml-engineers\"><\/span><strong>Growing Demand and Career Scope for AI\/ML Engineers<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The global adoption of AI and ML has created an unprecedented demand for skilled engineers. Reports suggest a 33\u201340% CAGR in job growth in this sector, making it one of the most future-proof career paths. India, with its expanding tech hubs, has become a key market for this surge.<\/p>\n\n\n\n<p>From startups to Fortune 500 companies, AI\/ML engineers now work in advanced fields like generative AI (GenAI), MLOps, natural language processing (NLP), and large language models (LLMs). Healthcare, fintech, logistics, and even renewable energy are increasing their hiring of AI talent. For engineers, this demand translates into competitive salaries, rapid promotions, and global opportunities.<\/p>\n\n\n\n<p>This is also where a structured, industry-aligned learning path can help you act on those benchmarks. For instance, the <em><a href=\"https:\/\/www.scaler.com\/iit-roorkee-advanced-ai-engineering-course\" data-type=\"link\" data-id=\"https:\/\/www.scaler.com\/iit-roorkee-advanced-ai-engineering-course\">IIT Roorkee AI Engineering program by Scaler<\/a><\/em> is designed around in-demand skills and project work\u2014useful if you\u2019re targeting roles that typically offer stronger compensation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"why-understanding-salary-trends-matters-in-aiml\"><\/span><strong>Why Understanding Salary Trends Matters in AI\/ML<\/strong>?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>For aspiring engineers, knowing the trends in ai salary in India is critical for setting realistic expectations and career goals. Salary benchmarks help in:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Choosing the right specialization to maximize long-term earnings.<\/li>\n\n\n\n<li>Negotiating compensation effectively with employers.<\/li>\n\n\n\n<li>Aligning certifications and skills with industry demand.<\/li>\n<\/ul>\n\n\n\n<p>A well-researched view of salary variations enables engineers to approach their career proactively and unlock higher-paying roles in the field.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"aiml-engineer-salary-in-india-detailed-breakdown\"><\/span><strong>AI\/ML Engineer Salary in India: Detailed Breakdown<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. Salary by Experience Level<\/h3>\n\n\n\n<p>The ML engineer’s salary by experience grows rapidly as professionals move through different stages of their careers.<\/p>\n\n\n\n<figure class=\"wp-block-table aligncenter\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Experience Level<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Role Title<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Avg Annual Salary (INR)<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">0\u20132 yrs<\/td><td class=\"has-text-align-center\" data-align=\"center\">Junior ML Engineer<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b96\u201310 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">2\u20135 yrs<\/td><td class=\"has-text-align-center\" data-align=\"center\">ML\/AI Engineer<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b912\u201320 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">5\u20139 yrs<\/td><td class=\"has-text-align-center\" data-align=\"center\">Senior Engineer \/ Specialist<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b920\u201335 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">10+ yrs<\/td><td class=\"has-text-align-center\" data-align=\"center\">Principal Engineer \/ AI Architect<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b935 L \u2013 \u20b91 Cr+<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Key factors influencing growth include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hands-on project exposure.<\/li>\n\n\n\n<li>Certifications from reputed institutions.<\/li>\n\n\n\n<li>Specialization in high-demand tech like NLP, computer vision, or MLOps.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Your growth starts with the right guidance. Join a free session led by experts.<\/h3>\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n <meta charset=\"UTF-8\" \/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\" \/>\n\n <link rel=\"stylesheet\" href=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.css\" \/>\n <script src=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.js\"><\/script>\n\n <style>\n :root {\n --scaler-primary: #1a56db;\n --scaler-primary-dark: #1e429f;\n --scaler-primary-light: #e1effe;\n --scaler-accent: #f97316;\n --scaler-bg: #f8fafc;\n --scaler-card-bg: #ffffff;\n --scaler-text-primary: #0f172a;\n --scaler-text-secondary: #64748b;\n --scaler-text-muted: #94a3b8;\n --scaler-border: #e2e8f0;\n --scaler-shadow: 0 4px 6px -1px rgb(0 0 0 \/ 0.07), 0 2px 4px -2px rgb(0 0 0 \/ 0.07);\n --scaler-shadow-lg: 0 20px 25px -5px rgb(0 0 0 \/ 0.08), 0 8px 10px -6px rgb(0 0 0 \/ 0.08);\n --scaler-radius: 0;\n --scaler-radius-sm: 0;\n }\n\n * { box-sizing: border-box; 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}\n\n @keyframes shimmer {\n 0% { background-position: 200% 0; }\n 100% { background-position: -200% 0; }\n }\n\n .scaler-events-empty {\n text-align: center;\n padding: 60px 20px;\n color: var(--scaler-text-secondary);\n }\n\n .scaler-events-empty__icon {\n width: 64px; height: 64px;\n margin: 0 auto 16px;\n color: var(--scaler-text-muted);\n }\n\n .scaler-events-empty__title {\n font-size: 18px;\n font-weight: 600;\n color: var(--scaler-text-primary);\n margin: 0 0 8px;\n }\n\n @media (max-width: 1024px) {\n .scaler-events-carousel { padding: 48px 20px 60px; }\n }\n\n @media (max-width: 768px) {\n .scaler-events-carousel { padding: 40px 16px 50px; }\n .scaler-events-header { margin-bottom: 32px; }\n .scaler-events-header__subtitle { font-size: 15px; }\n .scaler-event-card__content { padding: 16px; }\n .scaler-event-card__title { font-size: 16px; }\n .scaler-events-nav__btn { width: 44px; height: 44px; }\n }\n\n @media (max-width: 480px) {\n .scaler-events-carousel { padding: 32px 12px 40px; }\n .scaler-events-header__badge { font-size: 11px; padding: 5px 12px; }\n .scaler-event-card__meta-item { font-size: 13px; }\n .scaler-event-card__meta-icon { width: 28px; height: 28px; }\n .scaler-event-card__cta { padding: 12px 16px; font-size: 13px; }\n }\n <\/style>\n<\/head>\n\n<body>\n <div class=\"scaler-events-carousel js-scaler-carousel\">\n \n <template class=\"js-event-card-template\">\n <div class=\"swiper-slide\">\n <article class=\"scaler-event-card\">\n <div class=\"scaler-event-card__image-wrapper\">\n <span class=\"scaler-event-card__live-badge\" style=\"display: none;\">Live Now<\/span>\n <img decoding=\"async\" src=\"\" alt=\"\" class=\"scaler-event-card__image\" loading=\"lazy\" \/>\n <\/div>\n \n <div class=\"scaler-event-card__content\">\n <h3 class=\"scaler-event-card__title\"><\/h3>\n \n <div class=\"scaler-event-card__meta\">\n <div class=\"scaler-event-card__meta-item\">\n <div class=\"scaler-event-card__meta-icon\">\n <svg fill=\"none\" stroke=\"currentColor\" viewBox=\"0 0 24 24\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z\"><\/path><\/svg>\n <\/div>\n <span class=\"scaler-event-card__meta-label js-event-date\"><\/span>\n <\/div>\n \n <div class=\"scaler-event-card__meta-item\">\n <div class=\"scaler-event-card__meta-icon\">\n <svg fill=\"none\" stroke=\"currentColor\" viewBox=\"0 0 24 24\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M16 7a4 4 0 11-8 0 4 4 0 018 0zM12 14a7 7 0 00-7 7h14a7 7 0 00-7-7z\"><\/path><\/svg>\n <\/div>\n <span class=\"scaler-event-card__meta-label js-event-speaker\"><\/span>\n <\/div>\n <\/div>\n\n <div class=\"scaler-event-card__spacer\"><\/div>\n\n <a href=\"#\" class=\"scaler-event-card__cta\" style=\"color: white !important; font-style: normal\">\n Register Now\n <svg fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" viewBox=\"0 0 24 24\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M17 8l4 4m0 0l-4 4m4-4H3\"><\/path><\/svg>\n <\/a>\n <\/div>\n <\/article>\n <\/div>\n <\/template>\n\n <div class=\"scaler-events-carousel__inner\">\n <header class=\"scaler-events-header\">\n <span class=\"scaler-events-header__badge\">Live & Upcoming<\/span>\n <h2 class=\"scaler-events-header__title\"><span class=\"ez-toc-section\" id=\"scaler-masterclasses\"><\/span>Scaler Masterclasses<span class=\"ez-toc-section-end\"><\/span><\/h2>\n <p class=\"scaler-events-header__subtitle\">\n Learn from industry experts and accelerate your career with hands-on, interactive sessions.\n <\/p>\n <\/header>\n\n <div class=\"swiper scaler-event-swiper\">\n <div class=\"swiper-wrapper scaler-events-wrapper\"><\/div>\n <div class=\"swiper-pagination scaler-events-pagination\"><\/div>\n <\/div>\n\n <nav class=\"scaler-events-nav\">\n <button class=\"scaler-events-nav__btn scaler-nav-prev\" aria-label=\"Previous slide\">\n <svg fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" viewBox=\"0 0 24 24\">\n <path stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M15 19l-7-7 7-7\" \/>\n <\/svg>\n <\/button>\n <button class=\"scaler-events-nav__btn scaler-nav-next\" aria-label=\"Next slide\">\n <svg fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" viewBox=\"0 0 24 24\">\n <path stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5l7 7-7 7\" \/>\n <\/svg>\n <\/button>\n <\/nav>\n <\/div>\n <\/div>\n\n <script>\n document.addEventListener(\"DOMContentLoaded\", () => {\n \n const carouselInstances = document.querySelectorAll('.js-scaler-carousel');\n\n carouselInstances.forEach(container => {\n \n if(container.dataset.initialized === \"true\") return;\n container.dataset.initialized = \"true\";\n\n const swiperElement = container.querySelector(\".scaler-event-swiper\");\n const swiperWrapper = container.querySelector(\".scaler-events-wrapper\");\n const template = container.querySelector(\".js-event-card-template\");\n const nextBtn = container.querySelector(\".scaler-nav-next\");\n const prevBtn = container.querySelector(\".scaler-nav-prev\");\n const paginationEl = container.querySelector(\".scaler-events-pagination\");\n\n if (!swiperWrapper || !template) {\n console.error(\"Scaler Carousel: Missing required elements inside container\");\n return;\n }\n\n \/\/ FIX: Added 'observer' and 'observeParents' to ensure correct width calculation\n const swiper = new Swiper(swiperElement, {\n slidesPerView: 1,\n spaceBetween: 24,\n grabCursor: true,\n observer: true, \/\/ IMPORTANT: Watch for DOM changes\n observeParents: true, \/\/ IMPORTANT: Watch for parent container changes\n pagination: { \n el: paginationEl, \n clickable: true, \n dynamicBullets: true \n },\n navigation: { \n nextEl: nextBtn, \n prevEl: prevBtn \n },\n breakpoints: {\n 640: { slidesPerView: 2, spaceBetween: 20 },\n 1024: { slidesPerView: 2, spaceBetween: 24 },\n 1280: { slidesPerView: 2, spaceBetween: 32 },\n },\n });\n\n function showSkeletons(count = 3) {\n swiperWrapper.innerHTML = \"\";\n for (let i = 0; i < count; i++) {\n const clone = template.content.cloneNode(true);\n const card = clone.querySelector(\".scaler-event-card\");\n card.classList.add(\"scaler-event-card--skeleton\");\n swiperWrapper.appendChild(clone);\n }\n swiper.update();\n }\n\n function renderEvents(events) {\n swiperWrapper.innerHTML = \"\";\n \n if (events.length === 0) {\n swiperWrapper.innerHTML = `<div class=\"scaler-events-empty\">No upcoming masterclasses found.<\/div>`;\n return;\n }\n\n const pathParts = location.pathname.split(\"\/\").filter(Boolean);\n const currentSlug = pathParts.length > 0 ? pathParts[pathParts.length - 1] : \"homepage\";\n \n events.forEach(event => {\n const attr = event.attributes;\n const clone = template.content.cloneNode(true);\n \n const img = clone.querySelector(\".scaler-event-card__image\");\n const joinUrl = `\/event\/${attr.slug}\/?utm_source=blog&utm_medium=master_class&utm_content=${currentSlug}`;\n \n const eventImg =\n attr.custom_data?.image ||\n attr.custom_data?.banner_thumbnail ||\n attr.image_url ||\n \"https:\/\/images.unsplash.com\/photo-1540575467063-178a50c2df87?w=800&h=450&fit=crop\";\n \n img.src = eventImg;\n img.alt = attr.title;\n \n const startDate = new Date(attr.start_time);\n const formattedDate = startDate.toLocaleDateString(\"en-US\", {\n weekday: \"short\",\n month: \"short\",\n day: \"numeric\",\n });\n const formattedTime = startDate.toLocaleTimeString(\"en-US\", {\n hour: \"numeric\",\n minute: \"2-digit\",\n hour12: true,\n });\n \n clone.querySelector(\".scaler-event-card__title\").textContent = attr.title;\n clone.querySelector(\".js-event-date\").textContent = `${formattedDate} \u2022 ${formattedTime}`; \n clone.querySelector(\".js-event-speaker\").textContent = attr.instructor_name;\n clone.querySelector(\".scaler-event-card__cta\").href = joinUrl || \"#\";\n \n swiperWrapper.appendChild(clone);\n });\n \n swiper.update();\n swiper.slideTo(0);\n }\n \n async function fetchEvents() {\n try {\n showSkeletons();\n const res = await fetch(\n \"https:\/\/www.scaler.com\/api\/v4\/events?event_type[]=company&distributor=scaler&type=upcoming&serializer_mode=L2&limit=8&program[]=software_development&program[]=data_science&program[]=devops&program[]=ai_ml\"\n );\n const json = await res.json();\n const events = json.data || [];\n renderEvents(events);\n } catch (error) {\n console.error(\"Failed to load events:\", error);\n if(swiperWrapper) swiperWrapper.innerHTML = `<div class=\"scaler-events-empty\">Failed to load events.<\/div>`;\n }\n }\n \n fetchEvents();\n });\n });\n <\/script>\n<\/body>\n<\/html>\n\n\n\n<h3 class=\"wp-block-heading\">2. Salary by Job Role<\/h3>\n\n\n\n<figure class=\"wp-block-table aligncenter\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Job Title<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Avg Salary (INR)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Demand<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">AI Researcher<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b915\u201345 LPA<\/td><td class=\"has-text-align-center\" data-align=\"center\">Medium<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">ML Engineer<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b910\u201325 LPA<\/td><td class=\"has-text-align-center\" data-align=\"center\">High<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">NLP Engineer<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b912\u201328 LPA<\/td><td class=\"has-text-align-center\" data-align=\"center\">High<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Computer Vision Engineer<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b910\u201322 LPA<\/td><td class=\"has-text-align-center\" data-align=\"center\">Medium<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">MLOps Engineer<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b912\u201330 LPA<\/td><td class=\"has-text-align-center\" data-align=\"center\">Very High<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Data Scientist<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b99\u201320 LPA<\/td><td class=\"has-text-align-center\" data-align=\"center\">High<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Emerging roles like LLM Engineer or GenAI Developer are beginning to command premium pay as companies adopt generative AI technologies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. Salary by Location in India<\/h3>\n\n\n\n<figure class=\"wp-block-table aligncenter\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>City<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Avg Salary (INR)<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Bengaluru<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b912\u201324 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Hyderabad<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b911\u201320 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Pune<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b910\u201318 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Chennai<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b99\u201316 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">NCR<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b99\u201318 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Tier-2 Cities<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b96\u201312 LPA<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Bengaluru remains the hub for AI\/ML roles with the highest pay due to its concentration of tech firms and startups.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"aiml-salaries-by-company\"><\/span><strong>AI\/ML Salaries by Company<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-table aligncenter\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Company<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Avg Salary Range<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Notable Roles<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Google India<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b935\u201360 LPA<\/td><td class=\"has-text-align-center\" data-align=\"center\">AI Researcher, ML Engineer<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Microsoft<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b928\u201345 LPA<\/td><td class=\"has-text-align-center\" data-align=\"center\">Applied ML Engineer<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">TCS \/ Infosys<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b96\u201310 LPA<\/td><td class=\"has-text-align-center\" data-align=\"center\">ML Engineer<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Amazon<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b930\u201350 LPA<\/td><td class=\"has-text-align-center\" data-align=\"center\">Applied Scientist<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Ola \/ Myntra \/ Zomato<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b912\u201322 LPA<\/td><td class=\"has-text-align-center\" data-align=\"center\">Data Scientist, MLOps Engineer<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Startups<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b98\u201320 LPA + ESOP<\/td><td class=\"has-text-align-center\" data-align=\"center\">Versatile AI\/ML roles<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>MNCs and product firms typically offer higher figures compared to IT service providers, while startups compensate with ESOPs and growth opportunities.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ready to move closer to your career goals? Join a free Scaler masterclass now.<\/h3>\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n <meta charset=\"UTF-8\" \/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\" \/>\n\n <link rel=\"stylesheet\" href=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.css\" \/>\n <script src=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.js\"><\/script>\n\n <style>\n :root {\n --scaler-primary: #1a56db;\n --scaler-primary-dark: #1e429f;\n --scaler-primary-light: #e1effe;\n --scaler-accent: #f97316;\n --scaler-bg: #f8fafc;\n --scaler-card-bg: #ffffff;\n --scaler-text-primary: #0f172a;\n --scaler-text-secondary: #64748b;\n --scaler-text-muted: #94a3b8;\n --scaler-border: #e2e8f0;\n --scaler-shadow: 0 4px 6px -1px rgb(0 0 0 \/ 0.07), 0 2px 4px -2px rgb(0 0 0 \/ 0.07);\n --scaler-shadow-lg: 0 20px 25px -5px rgb(0 0 0 \/ 0.08), 0 8px 10px -6px rgb(0 0 0 \/ 0.08);\n --scaler-radius: 0;\n --scaler-radius-sm: 0;\n }\n\n * { box-sizing: border-box; }\n\n .scaler-events-carousel {\n font-family: \"DM Sans\", system-ui, sans-serif;\n padding: 60px 24px 80px;\n position: relative;\n overflow: hidden;\n width: 100%; \/* Ensure container is full width *\/\n }\n\n .scaler-events-carousel::before {\n content: \"\";\n position: absolute;\n top: 0; left: 0; right: 0; bottom: 0;\n background-image: radial-gradient(circle at 1px 1px, var(--scaler-border) 1px, transparent 0);\n background-size: 40px 40px;\n opacity: 0.5;\n pointer-events: none;\n }\n\n .scaler-events-carousel__inner {\n max-width: 1280px;\n margin: 0 auto;\n position: relative;\n z-index: 1;\n width: 100%;\n }\n\n \/* Header Section *\/\n .scaler-events-header {\n text-align: center;\n margin-bottom: 48px;\n }\n\n .scaler-events-header__badge {\n display: inline-flex;\n align-items: center;\n gap: 6px;\n background: var(--scaler-primary-light);\n color: var(--scaler-primary);\n font-size: 12px;\n font-weight: 600;\n text-transform: uppercase;\n letter-spacing: 0.05em;\n padding: 6px 14px;\n border-radius: 100px;\n margin-bottom: 16px;\n }\n\n .scaler-events-header__badge::before {\n content: \"\";\n width: 6px;\n height: 6px;\n background: var(--scaler-accent);\n border-radius: 50%;\n animation: pulse 2s ease-in-out infinite;\n }\n\n @keyframes pulse {\n 0%, 100% { opacity: 1; transform: scale(1); }\n 50% { opacity: 0.6; transform: scale(1.2); }\n }\n\n .scaler-events-header__title {\n font-size: clamp(28px, 5vw, 42px);\n font-weight: 700;\n color: var(--scaler-text-primary);\n margin: 0 0 12px;\n line-height: 1.2;\n }\n\n .scaler-events-header__subtitle {\n font-size: 16px;\n color: var(--scaler-text-secondary);\n margin: 0;\n max-width: 500px;\n margin-inline: auto;\n line-height: 1.6;\n }\n\n \/* Swiper Container *\/\n .scaler-events-carousel .swiper {\n padding: 20px 4px 60px;\n margin: 0 -4px;\n width: 100%;\n }\n\n \/* FIX: FORCE WIDTH ON SLIDES *\/\n .scaler-events-carousel .swiper-slide {\n height: auto;\n width: 100%; \/* Fallback *\/\n display: flex; \/* Ensure inner card stretches *\/\n }\n\n \/* Event Card *\/\n .scaler-event-card {\n background: var(--scaler-card-bg);\n border-radius: var(--scaler-radius);\n box-shadow: var(--scaler-shadow);\n overflow: hidden;\n display: flex;\n flex-direction: column;\n height: 100%;\n width: 100%; \/* FIX: Ensure card fills the slide *\/\n border: 1px solid var(--scaler-border);\n transition: transform 0.3s cubic-bezier(0.4, 0, 0.2, 1), box-shadow 0.3s cubic-bezier(0.4, 0, 0.2, 1);\n }\n\n .scaler-event-card:hover {\n transform: translateY(-8px);\n box-shadow: var(--scaler-shadow-lg);\n }\n\n .scaler-event-card__image-wrapper {\n position: relative;\n overflow: hidden;\n padding: unset;\n aspect-ratio: 3.15;\n background: linear-gradient(135deg, var(--scaler-primary-light) 0%, var(--scaler-bg) 100%);\n width: 100%;\n }\n\n .scaler-event-card__image {\n position: absolute;\n top: 0; left: 0;\n width: 100%; height: 100%;\n object-fit: cover;\n transition: transform 0.4s cubic-bezier(0.4, 0, 0.2, 1);\n }\n\n .scaler-event-card:hover .scaler-event-card__image {\n transform: scale(1.05);\n }\n\n .scaler-event-card__live-badge {\n position: absolute;\n top: 12px; left: 12px;\n display: inline-flex;\n align-items: center;\n gap: 6px;\n background: rgba(239, 68, 68, 0.95);\n color: #fff;\n font-size: 11px;\n font-weight: 600;\n text-transform: uppercase;\n letter-spacing: 0.04em;\n padding: 5px 10px;\n border-radius: 6px;\n backdrop-filter: blur(4px);\n z-index: 2;\n }\n\n .scaler-event-card__live-badge::before {\n content: \"\";\n width: 6px; height: 6px;\n background: #fff;\n border-radius: 50%;\n animation: pulse 1.5s ease-in-out infinite;\n }\n\n .scaler-event-card__content {\n padding: 20px;\n display: flex;\n flex-direction: column;\n flex-grow: 1;\n }\n\n .scaler-event-card__title {\n font-size: 17px;\n font-weight: 600;\n min-height: 2.5rem;\n color: var(--scaler-text-primary);\n margin: 0 0 14px;\n line-height: 1.4;\n display: -webkit-box;\n -webkit-line-clamp: 2;\n -webkit-box-orient: vertical;\n overflow: hidden;\n }\n\n .scaler-event-card__meta {\n display: flex;\n flex-direction: column;\n gap: 8px;\n margin-bottom: 20px;\n }\n\n .scaler-event-card__meta-item {\n display: flex;\n align-items: center;\n gap: 10px;\n font-size: 14px;\n color: var(--scaler-text-secondary);\n }\n\n .scaler-event-card__meta-icon {\n width: 32px; height: 32px;\n display: flex;\n align-items: center;\n justify-content: center;\n background: var(--scaler-bg);\n border-radius: var(--scaler-radius-sm);\n color: var(--scaler-primary);\n flex-shrink: 0;\n }\n\n .scaler-event-card__meta-icon svg {\n width: 16px; height: 16px;\n }\n\n .scaler-event-card__meta-label {\n font-weight: 500;\n color: var(--scaler-text-primary);\n }\n\n .scaler-event-card__spacer {\n flex-grow: 1;\n min-height: 4px;\n }\n\n .scaler-event-card__cta {\n display: flex;\n align-items: center;\n justify-content: center;\n gap: 8px;\n width: 100%;\n padding: 14px 20px;\n background: var(--scaler-primary);\n color: #fff;\n font-style: normal;\n font-size: 14px;\n font-weight: 600;\n text-decoration: none;\n border: none;\n border-radius: var(--scaler-radius-sm);\n cursor: pointer;\n transition: background 0.2s ease, transform 0.15s ease;\n }\n\n .scaler-event-card__cta:hover {\n background: var(--scaler-primary-dark);\n }\n\n .scaler-event-card__cta:active {\n transform: scale(0.98);\n }\n\n .scaler-event-card__cta svg {\n width: 16px; height: 16px;\n transition: transform 0.2s ease;\n }\n\n .scaler-event-card__cta:hover svg {\n transform: translateX(3px);\n }\n\n \/* Navigation *\/\n .scaler-events-nav {\n display: flex;\n align-items: center;\n justify-content: center;\n gap: 16px;\n margin-top: 32px;\n padding: unset;\n }\n\n .scaler-events-nav__btn {\n width: 48px; height: 48px;\n display: flex;\n align-items: center;\n justify-content: center;\n background: var(--scaler-card-bg);\n border: 1px solid var(--scaler-border);\n cursor: pointer;\n transition: all 0.2s ease;\n color: var(--scaler-text-primary);\n padding: unset;\n }\n\n .scaler-events-nav__btn:hover:not(.swiper-button-disabled) {\n background: var(--scaler-primary);\n border-color: var(--scaler-primary);\n color: #fff;\n }\n\n .scaler-events-nav__btn.swiper-button-disabled {\n opacity: 0.4;\n cursor: not-allowed;\n }\n\n .scaler-events-nav__btn svg {\n width: 20px; height: 20px;\n }\n\n \/* Pagination *\/\n .scaler-events-pagination {\n display: flex;\n align-items: center;\n gap: 8px;\n }\n\n .scaler-events-carousel .swiper-pagination-bullet {\n width: 8px; height: 8px;\n background: var(--scaler-border);\n opacity: 1;\n transition: all 0.3s ease;\n }\n\n .scaler-events-carousel .swiper-pagination-bullet-active {\n width: 24px;\n border-radius: 4px;\n background: var(--scaler-primary);\n }\n\n .scaler-events-carousel .swiper-button-prev,\n .scaler-events-carousel .swiper-button-next {\n display: none;\n }\n\n \/* Skeleton & Empty States *\/\n .scaler-event-card--skeleton { pointer-events: none; }\n .scaler-event-card--skeleton .scaler-event-card__image-wrapper,\n .scaler-event-card--skeleton .scaler-event-card__title,\n .scaler-event-card--skeleton .scaler-event-card__meta-item,\n .scaler-event-card--skeleton .scaler-event-card__cta {\n background: linear-gradient(90deg, var(--scaler-border) 25%, var(--scaler-bg) 50%, var(--scaler-border) 75%);\n background-size: 200% 100%;\n animation: shimmer 1.5s infinite;\n color: transparent !important;\n border-radius: 4px;\n }\n .scaler-event-card--skeleton .scaler-event-card__image { display: none; }\n\n @keyframes shimmer {\n 0% { background-position: 200% 0; }\n 100% { background-position: -200% 0; }\n }\n\n .scaler-events-empty {\n text-align: center;\n padding: 60px 20px;\n color: var(--scaler-text-secondary);\n }\n\n .scaler-events-empty__icon {\n width: 64px; height: 64px;\n margin: 0 auto 16px;\n color: var(--scaler-text-muted);\n }\n\n .scaler-events-empty__title {\n font-size: 18px;\n font-weight: 600;\n color: var(--scaler-text-primary);\n margin: 0 0 8px;\n }\n\n @media (max-width: 1024px) {\n .scaler-events-carousel { padding: 48px 20px 60px; }\n }\n\n @media (max-width: 768px) {\n .scaler-events-carousel { padding: 40px 16px 50px; }\n .scaler-events-header { margin-bottom: 32px; }\n .scaler-events-header__subtitle { font-size: 15px; }\n .scaler-event-card__content { padding: 16px; }\n .scaler-event-card__title { font-size: 16px; }\n .scaler-events-nav__btn { width: 44px; height: 44px; }\n }\n\n @media (max-width: 480px) {\n .scaler-events-carousel { padding: 32px 12px 40px; }\n .scaler-events-header__badge { font-size: 11px; padding: 5px 12px; }\n .scaler-event-card__meta-item { font-size: 13px; }\n .scaler-event-card__meta-icon { width: 28px; height: 28px; }\n .scaler-event-card__cta { padding: 12px 16px; font-size: 13px; }\n }\n <\/style>\n<\/head>\n\n<body>\n <div class=\"scaler-events-carousel js-scaler-carousel\">\n \n <template class=\"js-event-card-template\">\n <div class=\"swiper-slide\">\n <article class=\"scaler-event-card\">\n <div class=\"scaler-event-card__image-wrapper\">\n <span class=\"scaler-event-card__live-badge\" style=\"display: none;\">Live Now<\/span>\n <img decoding=\"async\" src=\"\" alt=\"\" class=\"scaler-event-card__image\" loading=\"lazy\" \/>\n <\/div>\n \n <div class=\"scaler-event-card__content\">\n <h3 class=\"scaler-event-card__title\"><\/h3>\n \n <div class=\"scaler-event-card__meta\">\n <div class=\"scaler-event-card__meta-item\">\n <div class=\"scaler-event-card__meta-icon\">\n <svg fill=\"none\" stroke=\"currentColor\" viewBox=\"0 0 24 24\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z\"><\/path><\/svg>\n <\/div>\n <span class=\"scaler-event-card__meta-label js-event-date\"><\/span>\n <\/div>\n \n <div class=\"scaler-event-card__meta-item\">\n <div class=\"scaler-event-card__meta-icon\">\n <svg fill=\"none\" stroke=\"currentColor\" viewBox=\"0 0 24 24\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M16 7a4 4 0 11-8 0 4 4 0 018 0zM12 14a7 7 0 00-7 7h14a7 7 0 00-7-7z\"><\/path><\/svg>\n <\/div>\n <span class=\"scaler-event-card__meta-label js-event-speaker\"><\/span>\n <\/div>\n <\/div>\n\n <div class=\"scaler-event-card__spacer\"><\/div>\n\n <a href=\"#\" class=\"scaler-event-card__cta\" style=\"color: white !important; font-style: normal\">\n Register Now\n <svg fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" viewBox=\"0 0 24 24\"><path stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M17 8l4 4m0 0l-4 4m4-4H3\"><\/path><\/svg>\n <\/a>\n <\/div>\n <\/article>\n <\/div>\n <\/template>\n\n <div class=\"scaler-events-carousel__inner\">\n <header class=\"scaler-events-header\">\n <span class=\"scaler-events-header__badge\">Live & Upcoming<\/span>\n <h2 class=\"scaler-events-header__title\"><span class=\"ez-toc-section\" id=\"scaler-masterclasses-2\"><\/span>Scaler Masterclasses<span class=\"ez-toc-section-end\"><\/span><\/h2>\n <p class=\"scaler-events-header__subtitle\">\n Learn from industry experts and accelerate your career with hands-on, interactive sessions.\n <\/p>\n <\/header>\n\n <div class=\"swiper scaler-event-swiper\">\n <div class=\"swiper-wrapper scaler-events-wrapper\"><\/div>\n <div class=\"swiper-pagination scaler-events-pagination\"><\/div>\n <\/div>\n\n <nav class=\"scaler-events-nav\">\n <button class=\"scaler-events-nav__btn scaler-nav-prev\" aria-label=\"Previous slide\">\n <svg fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" viewBox=\"0 0 24 24\">\n <path stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M15 19l-7-7 7-7\" \/>\n <\/svg>\n <\/button>\n <button class=\"scaler-events-nav__btn scaler-nav-next\" aria-label=\"Next slide\">\n <svg fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" viewBox=\"0 0 24 24\">\n <path stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5l7 7-7 7\" \/>\n <\/svg>\n <\/button>\n <\/nav>\n <\/div>\n <\/div>\n\n <script>\n document.addEventListener(\"DOMContentLoaded\", () => {\n \n const carouselInstances = document.querySelectorAll('.js-scaler-carousel');\n\n carouselInstances.forEach(container => {\n \n if(container.dataset.initialized === \"true\") return;\n container.dataset.initialized = \"true\";\n\n const swiperElement = container.querySelector(\".scaler-event-swiper\");\n const swiperWrapper = container.querySelector(\".scaler-events-wrapper\");\n const template = container.querySelector(\".js-event-card-template\");\n const nextBtn = container.querySelector(\".scaler-nav-next\");\n const prevBtn = container.querySelector(\".scaler-nav-prev\");\n const paginationEl = container.querySelector(\".scaler-events-pagination\");\n\n if (!swiperWrapper || !template) {\n console.error(\"Scaler Carousel: Missing required elements inside container\");\n return;\n }\n\n \/\/ FIX: Added 'observer' and 'observeParents' to ensure correct width calculation\n const swiper = new Swiper(swiperElement, {\n slidesPerView: 1,\n spaceBetween: 24,\n grabCursor: true,\n observer: true, \/\/ IMPORTANT: Watch for DOM changes\n observeParents: true, \/\/ IMPORTANT: Watch for parent container changes\n pagination: { \n el: paginationEl, \n clickable: true, \n dynamicBullets: true \n },\n navigation: { \n nextEl: nextBtn, \n prevEl: prevBtn \n },\n breakpoints: {\n 640: { slidesPerView: 2, spaceBetween: 20 },\n 1024: { slidesPerView: 2, spaceBetween: 24 },\n 1280: { slidesPerView: 2, spaceBetween: 32 },\n },\n });\n\n function showSkeletons(count = 3) {\n swiperWrapper.innerHTML = \"\";\n for (let i = 0; i < count; i++) {\n const clone = template.content.cloneNode(true);\n const card = clone.querySelector(\".scaler-event-card\");\n card.classList.add(\"scaler-event-card--skeleton\");\n swiperWrapper.appendChild(clone);\n }\n swiper.update();\n }\n\n function renderEvents(events) {\n swiperWrapper.innerHTML = \"\";\n \n if (events.length === 0) {\n swiperWrapper.innerHTML = `<div class=\"scaler-events-empty\">No upcoming masterclasses found.<\/div>`;\n return;\n }\n\n const pathParts = location.pathname.split(\"\/\").filter(Boolean);\n const currentSlug = pathParts.length > 0 ? pathParts[pathParts.length - 1] : \"homepage\";\n \n events.forEach(event => {\n const attr = event.attributes;\n const clone = template.content.cloneNode(true);\n \n const img = clone.querySelector(\".scaler-event-card__image\");\n const joinUrl = `\/event\/${attr.slug}\/?utm_source=blog&utm_medium=master_class&utm_content=${currentSlug}`;\n \n const eventImg =\n attr.custom_data?.image ||\n attr.custom_data?.banner_thumbnail ||\n attr.image_url ||\n \"https:\/\/images.unsplash.com\/photo-1540575467063-178a50c2df87?w=800&h=450&fit=crop\";\n \n img.src = eventImg;\n img.alt = attr.title;\n \n const startDate = new Date(attr.start_time);\n const formattedDate = startDate.toLocaleDateString(\"en-US\", {\n weekday: \"short\",\n month: \"short\",\n day: \"numeric\",\n });\n const formattedTime = startDate.toLocaleTimeString(\"en-US\", {\n hour: \"numeric\",\n minute: \"2-digit\",\n hour12: true,\n });\n \n clone.querySelector(\".scaler-event-card__title\").textContent = attr.title;\n clone.querySelector(\".js-event-date\").textContent = `${formattedDate} \u2022 ${formattedTime}`; \n clone.querySelector(\".js-event-speaker\").textContent = attr.instructor_name;\n clone.querySelector(\".scaler-event-card__cta\").href = joinUrl || \"#\";\n \n swiperWrapper.appendChild(clone);\n });\n \n swiper.update();\n swiper.slideTo(0);\n }\n \n async function fetchEvents() {\n try {\n showSkeletons();\n const res = await fetch(\n \"https:\/\/www.scaler.com\/api\/v4\/events?event_type[]=company&distributor=scaler&type=upcoming&serializer_mode=L2&limit=8&program[]=software_development&program[]=data_science&program[]=devops&program[]=ai_ml\"\n );\n const json = await res.json();\n const events = json.data || [];\n renderEvents(events);\n } catch (error) {\n console.error(\"Failed to load events:\", error);\n if(swiperWrapper) swiperWrapper.innerHTML = `<div class=\"scaler-events-empty\">Failed to load events.<\/div>`;\n }\n }\n \n fetchEvents();\n });\n });\n <\/script>\n<\/body>\n<\/html>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"factors-that-affect-aiml-engineer-salaries\"><\/span><strong>Factors That Affect AI\/ML Engineer Salaries<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The artificial intelligence job salary depends on multiple parameters such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Educational background: IIT graduates or those with foreign MS\/PhD enjoy higher offers.<\/li>\n\n\n\n<li>Skills: Deep expertise in NLP, LLMs, and MLOps drives demand.<\/li>\n\n\n\n<li>Portfolio projects: GitHub\/Kaggle work demonstrates employability.<\/li>\n\n\n\n<li>Certifications: AWS ML, TensorFlow, Scaler credentials boost opportunities.<\/li>\n\n\n\n<li>Company size: Larger MNCs and unicorn startups pay a market premium.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"in-demand-skills-that-boost-aiml-engineer-salaries\"><\/span><strong>In-Demand Skills That Boost AI\/ML Engineer Salaries<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-table aligncenter\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Skill<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Salary Boost (INR)<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Deep Learning (PyTorch, TensorFlow)<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b93\u20136 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">MLOps (MLFlow, Kubeflow, Docker)<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b94\u20138 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">LLMs (LangChain, Transformers)<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b95\u201310 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">NLP & NER Pipelines<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b93\u20136 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Cloud AI Services (AWS, GCP, Azure)<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b94\u20137 LPA<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"freelance-remote-aiml-salary-trends\"><\/span><strong>Freelance & Remote AI\/ML Salary Trends<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Freelance engineers earn between \u20b91500\u2013\u20b94500\/hour from global clients.<\/li>\n\n\n\n<li>Remote packages with US\/EU startups range between \u20b925L \u2013 \u20b960L+ annually.<\/li>\n\n\n\n<li>Platforms like Turing, Toptal, and Upwork connect Indian AI talent with premium overseas roles.<\/li>\n<\/ul>\n\n\n\n<p>Compared to full-time jobs in India, freelance\/remote opportunities can help engineers nearly double their earnings if they build credibility in the global marketplace.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"popular-career-paths-and-pay-progression-in-aiml\"><\/span><strong>Popular Career Paths and Pay Progression in AI\/ML<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-table aligncenter\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Year<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Title<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Avg Salary (INR)<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">0\u20131<\/td><td class=\"has-text-align-center\" data-align=\"center\">Junior AI\/ML Engineer<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b96\u20138 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">2\u20134<\/td><td class=\"has-text-align-center\" data-align=\"center\">AI\/ML Engineer<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b912\u201320 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">5\u20137<\/td><td class=\"has-text-align-center\" data-align=\"center\">Senior ML Engineer<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b920\u201330 LPA<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">8\u201310<\/td><td class=\"has-text-align-center\" data-align=\"center\">AI Lead \/ Architect<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b935 L+<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">10+<\/td><td class=\"has-text-align-center\" data-align=\"center\">Director \/ Principal Scientist<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u20b950 L \u2013 1 Cr+<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>The career progression highlights how swiftly salaries rise for engineers who continuously upskill and take on leadership roles.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"tips-to-negotiate-a-higher-aiml-salary\"><\/span><strong>Tips to Negotiate a Higher AI\/ML Salary<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Showcase production-level projects in interviews.<\/li>\n\n\n\n<li>Demonstrate cross-skill combinations like ML + Cloud.<\/li>\n\n\n\n<li>Target product-based firms with higher salary budgets.<\/li>\n\n\n\n<li>Highlight open-source contributions and Kaggle ranks.<\/li>\n\n\n\n<li>Invest in structured learning paths from platforms like Scaler or Coursera<\/li>\n<\/ul>\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n<meta charset=\"UTF-8\" \/>\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\" \/>\n<title>Scaler Carousel<\/title>\n\n<!-- Plus Jakarta Sans Font -->\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Plus+Jakarta+Sans:wght@500;700&display=swap\" rel=\"stylesheet\">\n<!-- Phosphor Icons -->\n<script src=\"https:\/\/unpkg.com\/@phosphor-icons\/web\"><\/script>\n<!-- Swiper CSS -->\n<link rel=\"stylesheet\" href=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.css\" \/>\n\n<style>\n.scaler-carousel {\n font-family: 'Plus Jakarta Sans', sans-serif;\n max-width: 900px;\n margin: 0 auto;\n padding: 0;\n}\n.swiper.scaler-swiper {\n padding-bottom: 56px;\n}\n.swiper-slide {\n height: auto;\n display: flex;\n align-items: stretch;\n}\n.scaler-card {\n background: #fff;\n border: 1.5px solid #e4e4e7;\n box-shadow: 0 2px 24px rgba(44,62,80,0.06);\n display: flex;\n flex-direction: column;\n min-height: 540px;\n margin: 0;\n padding: 0;\n}\n.scaler-card-header {\n height: 155px;\n display: flex;\n align-items: center;\n justify-content: center;\n position: relative;\n}\n.scaler-card-header.blue { background: #2563eb;}\n.scaler-card-header.purple { background: #9333ea;}\n.scaler-card-header.red { background: #b91c1c;}\n.scaler-card-header.magenta { background: #be185d;}\n.scaler-card-header.darkblue{ background: #1e40af;}\n.scaler-card-header.green { background: #16a34a;}\n.scaler-card-header.brown { background: #b45309;}\n.scaler-card-header.gold { background: #b59f3b;}\n.scaler-icon {\n color: #fff;\n font-size: 52px;\n}\n.scaler-card-content {\n display: flex;\n flex-direction: column;\n justify-content: space-between;\n padding: 28px 24px 24px 24px;\n flex: 1 1 auto;\n min-height: 380px;\n font-style: normal;\n}\n.scaler-title, .scaler-btn {\n font-style: normal !important;\n}\n.scaler-badge {\n display: inline-block;\n background: #f5f5f6;\n color: #87888a;\n font-weight: 700;\n font-size: 13px;\n letter-spacing: 0.1em;\n padding: 6px 13px 5px 13px;\n margin-bottom: 14px;\n text-transform: uppercase;\n}\n.scaler-title {\n font-size: 22px;\n font-weight: 700;\n color: #1e293b;\n margin-bottom: 18px;\n margin-top: 0;\n}\n.scaler-details {\n font-size: 15px;\n color: #52525b;\n}\n.scaler-details div {\n margin-bottom: 8px;\n display: flex;\n align-items: center;\n gap: 8px;\n}\n.scaler-program-tag {\n display: inline-block;\n background: #e0edfb;\n color: #2563eb;\n font-size: 13px;\n font-weight: 700;\n letter-spacing: 0.05em;\n padding: 5px 16px;\n margin: 18px 0 0 0;\n border-radius: 0;\n}\n.scaler-program-tag.oncampus {\n background: #d1fae5;\n color: #065f46;\n}\n.scaler-program-tag .tag-new {\n display: inline-block;\n margin-left: 6px;\n font-size: 11px;\n color: #fb923c;\n}\n.scaler-card-btns {\n margin-top: 24px;\n display: flex;\n flex-direction: column;\n gap: 12px;\n}\n.scaler-btn {\n display: block;\n width: 100%;\n text-align: center;\n font-size: 17px;\n font-weight: 700;\n padding: 18px 0 17px 0;\n background: #fff;\n border: 1.5px solid #e4e4e7;\n color: #22223b;\n text-decoration: none;\n text-transform: uppercase;\n letter-spacing: 0.04em;\n margin: 0;\n border-radius: 0;\n transition: background 0.15s, color 0.15s, border 0.15s;\n font-style: normal !important;\n cursor: pointer;\n}\n.scaler-btn.primary {\n background: #2563eb;\n color: #fff;\n border: 1.5px solid #2563eb;\n}\n.scaler-btn.primary:hover,\n.scaler-btn.primary:focus {\n background: #1a47b8;\n border-color: #1a47b8;\n}\n.scaler-btn:hover,\n.scaler-btn:focus {\n background: #f1f5f9;\n color: #0852b8;\n border-color: #b6c7e8;\n}\n.scaler-btn i {\n margin-left: 8px;\n font-size: 18px;\n vertical-align: middle;\n}\n@media (max-width: 1000px) {\n .scaler-carousel { max-width: 96vw;}\n}\n@media (max-width: 700px) {\n .scaler-card { min-height: 400px;}\n}\n<\/style>\n<\/head>\n<body>\n<div class=\"scaler-carousel\">\n <div class=\"swiper scaler-swiper\">\n <div class=\"swiper-wrapper\">\n <!-- CARD 1 -->\n <div class=\"swiper-slide\">\n <div class=\"scaler-card\">\n <div class=\"scaler-card-header blue\">\n <i class=\"ph ph-code scaler-icon\"><\/i>\n <\/div>\n <div class=\"scaler-card-content\">\n <div>\n <div class=\"scaler-badge\">NSDC CERTIFIED<\/div>\n <div class=\"scaler-title\">Software Development Course with AI Specialisation<\/div>\n <div class=\"scaler-details\">\n <div><i class=\"ph ph-briefcase\"><\/i>Min. work exp: 1 year<\/div>\n <div><i class=\"ph ph-clock\"><\/i>Duration: 9\u201312 months<\/div>\n <div><i class=\"ph ph-cube\"><\/i>1 Capstone project<\/div>\n <\/div>\n <div class=\"scaler-program-tag\"><i class=\"ph ph-globe-simple\"><\/i> ONLINE PROGRAM<\/div>\n <\/div>\n <div class=\"scaler-card-btns\">\n <button class=\"scaler-btn\" onclick=\"window.open('https:\/\/www.scaler.com\/academy\/', '_blank')\">GO TO PROGRAM<\/button>\n <button class=\"scaler-btn primary\" onclick=\"window.open('https:\/\/www.scaler.com\/academy\/', '_blank')\">BROCHURE <i class=\"ph ph-download-simple\"><\/i><\/button>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <!-- CARD 2 -->\n <div class=\"swiper-slide\">\n <div class=\"scaler-card\">\n <div class=\"scaler-card-header purple\">\n <i class=\"ph ph-equals scaler-icon\"><\/i>\n <\/div>\n <div class=\"scaler-card-content\">\n <div>\n <div class=\"scaler-badge\">NSDC CERTIFIED<\/div>\n <div class=\"scaler-title\">Data Science Course with AI Specialisation<\/div>\n <div class=\"scaler-details\">\n <div><i class=\"ph ph-briefcase\"><\/i>Min. work exp: 1 year<\/div>\n <div><i class=\"ph ph-clock\"><\/i>Duration: 7\u201318 months<\/div>\n <div><i class=\"ph ph-cube\"><\/i>50+ real-world case studies<\/div>\n <\/div>\n <div class=\"scaler-program-tag\"><i class=\"ph ph-globe-simple\"><\/i> ONLINE PROGRAM<\/div>\n <\/div>\n <div class=\"scaler-card-btns\">\n <button class=\"scaler-btn\" onclick=\"window.open('https:\/\/www.scaler.com\/data-science-course\/', '_blank')\">GO TO PROGRAM<\/button>\n <button class=\"scaler-btn primary\" onclick=\"window.open('https:\/\/www.scaler.com\/data-science-course\/', '_blank')\">BROCHURE <i class=\"ph ph-download-simple\"><\/i><\/button>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <!-- CARD 3 -->\n <div class=\"swiper-slide\">\n <div class=\"scaler-card\">\n <div class=\"scaler-card-header red\">\n <i class=\"ph ph-sparkle scaler-icon\"><\/i>\n <\/div>\n <div class=\"scaler-card-content\">\n <div>\n <div class=\"scaler-badge\">NSDC CERTIFIED<\/div>\n <div class=\"scaler-title\">Advanced AI and Machine Learning Course<\/div>\n <div class=\"scaler-details\">\n <div><i class=\"ph ph-briefcase\"><\/i>Min. work exp: 2 year<\/div>\n <div><i class=\"ph ph-clock\"><\/i>Duration: 12 months<\/div>\n <div><i class=\"ph ph-cube\"><\/i>50+ real-world projects<\/div>\n <div><i class=\"ph ph-seal-check\"><\/i>Certification by IIT-Roorkee (CEC)*<\/div>\n <\/div>\n <div class=\"scaler-program-tag\"><i class=\"ph ph-globe-simple\"><\/i> ONLINE PROGRAM <span class=\"tag-new\">NEW<\/span><\/div>\n <\/div>\n <div class=\"scaler-card-btns\">\n <button class=\"scaler-btn\" onclick=\"window.open('https:\/\/www.scaler.com\/ai-machine-learning-course\/', '_blank')\">GO TO PROGRAM<\/button>\n <button class=\"scaler-btn primary\" onclick=\"window.open('https:\/\/www.scaler.com\/ai-machine-learning-course\/', '_blank')\">BROCHURE <i class=\"ph ph-download-simple\"><\/i><\/button>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <!-- Continue for remaining cards (4\u20138) using same pattern -->\n <\/div>\n <div class=\"swiper-button-next\"><\/div>\n <div class=\"swiper-button-prev\"><\/div>\n <div class=\"swiper-pagination\"><\/div>\n <\/div>\n<\/div>\n\n<!-- Swiper.js -->\n<script src=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.js\"><\/script>\n<script>\ndocument.addEventListener(\"DOMContentLoaded\", function () {\n const pathParts = window.location.pathname.split(\"\/\").filter(Boolean);\n const slug = pathParts[pathParts.length - 1] || \"\";\n const readableSlug = encodeURIComponent(slug);\n const buttons = document.querySelectorAll(\".scaler-card-btns button\");\n\n buttons.forEach((btn) => {\n const baseURL = btn.getAttribute(\"onclick\").match(\/'(.*?)'\/)[1];\n if (!baseURL.includes(\"utm_source=\")) {\n const separator = baseURL.includes(\"?\") ? \"&\" : \"?\";\n const updatedURL = `${baseURL}${separator}utm_source=blog&utm_medium=program_carousel&utm_content=${readableSlug}`;\n btn.setAttribute(\"onclick\", `window.open('${updatedURL}', '_blank')`);\n }\n });\n\n new Swiper(\".scaler-swiper\", {\n slidesPerView: 1,\n spaceBetween: 28,\n grabCursor: true,\n navigation: { nextEl: \".swiper-button-next\", prevEl: \".swiper-button-prev\" },\n pagination: { el: \".swiper-pagination\", dynamicBullets: true, clickable: true },\n breakpoints: { 1000: { slidesPerView: 2 } },\n keyboard: { enabled: true },\n });\n});\n\n<\/script>\n<\/body>\n<\/html>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"conclusion\"><\/span><strong>Conclusion<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The AI ML engineer salary in India has grown to become one of the most rewarding in technology, reflecting the critical role AI plays across industries. With the right skill set, certifications, and project exposure, even freshers in 2026 can earn two to three times more than traditional IT professionals.<\/p>\n\n\n\n<p>As the demand continues to surge, mastering AI\/ML now is a strategic way to future-proof your career while accessing lucrative opportunities.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.scaler.com\/ai-machine-learning-course\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/www.scaler.com\/ai-machine-learning-course\/\" rel=\"noreferrer noopener\"><em>Explore Scaler\u2019s AI\/ML programs to build industry-relevant skills and fast-track your path to high-paying roles.<\/em><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"faqs\"><\/span><strong>FAQs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">What is the average salary of an AI\/ML engineer in India?<\/h3>\n\n\n\n<p>On average, an AI\/ML engineer’s salary in India ranges from \u20b96\u201310 LPA at the entry level and can go up to \u20b950 LPA or more at senior levels.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Is AI engineering a high-paying job?<\/h3>\n\n\n\n<p>Yes, an artificial intelligence engineer’s salary consistently ranks among the top-paying roles in technology due to the high demand for skills in AI, ML, and automation.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Which skills are in demand to get a better AI\/ML salary?<\/h3>\n\n\n\n<p>Deep Learning, MLOps, NLP, LLMs, and Cloud AI services are the most sought-after, commonly boosting salaries by \u20b93\u201310 LPA.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What is the highest-paying role in AI?<\/h3>\n\n\n\n<p>Roles such as AI Architect, Principal Scientist, and AI Researcher command the highest pay, often exceeding \u20b950 LPA.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Do AI\/ML engineers earn more than software engineers?<\/h3>\n\n\n\n<p>Yes, the artificial intelligence job salary is generally two to three times higher than standard software engineering roles.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Can freshers get AI\/ML jobs with good pay?<\/h3>\n\n\n\n<p>Yes, even freshers can secure jobs in AI\/ML with salaries of \u20b96\u201310 LPA if they have strong project portfolios, certifications, and practical skills.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI and Machine Learning (ML) have become the backbone of modern innovations, powering industries from finance and healthcare to e-commerce and education. As organizations embrace automation, predictive analytics, and generative AI, the AI ML engineer salary has witnessed a sharp rise across India. Both the artificial intelligence engineer salary and the machine learning engineer salary […]<\/p>\n","protected":false},"author":201,"featured_media":10942,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[272,303],"class_list":{"0":"post-10939","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-artificial-intelligence-machine-learning","8":"tag-artificial-intelligence","9":"tag-machine-learning"},"acf":[],"_links":{"self":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/10939","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/users\/201"}],"replies":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/comments?post=10939"}],"version-history":[{"count":6,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/10939\/revisions"}],"predecessor-version":[{"id":12404,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/10939\/revisions\/12404"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/media\/10942"}],"wp:attachment":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/media?parent=10939"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/categories?post=10939"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/tags?post=10939"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}