{"id":14306,"date":"2026-08-17T18:18:01","date_gmt":"2026-08-17T12:48:01","guid":{"rendered":"https:\/\/www.scaler.com\/blog\/?p=14306"},"modified":"2026-08-17T18:18:23","modified_gmt":"2026-08-17T12:48:23","slug":"cybersecurity-skills","status":"publish","type":"post","link":"https:\/\/www.scaler.com\/blog\/cybersecurity-skills\/","title":{"rendered":"Cybersecurity Skills in 2026: The Exact Checklist Hiring Managers Screen For"},"content":{"rendered":"\n

A security job description can easily list eighteen requirements. But when the screening starts, the list usually gets much shorter. Hiring managers want to know whether you have the cybersecurity skills to understand systems, investigate problems, and respond when something goes wrong, not whether you can tick every box on a job description.<\/p>\n\n\n\n

This guide categorizes those skills into distinct levels, explains why employers look for them, and, most importantly, provides you with information on how to demonstrate your knowledge without having had a security position. Because it is one thing to claim to be knowledgeable about something, and another to prove your practical experience.<\/p>\n\n\n\n

<\/span>What Hiring Managers Actually Screen For (And Why the JD Lies)<\/strong><\/span><\/h2>\n\n\n\n

The list of requirements seems to have a lot: SIEMs, threat intelligence, incident response, certifications, etc. But a job description is a wish list written by committee; the actual screen, in fact, is much narrower.<\/p>\n\n\n\n

Your CV usually passes through four filters.<\/p>\n\n\n\n

1. The ATS or HR screen:<\/strong> If the job asks for SIEM, Python, networking, or a particular certification, those terms can help your CV get through the initial screening.<\/p>\n\n\n\n

2. CV Reviewing Process:<\/strong> The recruiters look for some evidence behind the skills you have listed. If you mention Splunk, for example, mention the project, lab, internship, or investigation where you used it. That gives them something concrete to assess.<\/p>\n\n\n\n

3. Validating Technical Skills:<\/strong> You may be asked how authentication works, how you would trace a suspicious connection through network logs, or why a particular security control would be appropriate in a given situation. They\u2019ll be assessing how well you understand the technology and how you approach security problems, and if you really have the technical skills<\/a> that you\u2019ve mentioned.<\/p>\n\n\n\n

4. Interview Round: <\/strong>You may have to explain a security finding to a non-technical stakeholder, defend your reasoning, or work through a problem you have not encountered before. If you do not know an answer, you can explain how you would investigate it and where you would look for the information.<\/p>\n\n\n\n

The ISC2 Cybersecurity Workforce Study 2025<\/a> found that 59% of respondents reported critical or significant cybersecurity skills shortages. This means that if you do wish to apply for the role, you must study the market and have a look at the relevant skills; once those are in place, you are as good as ready!<\/p>\n\n\n\n

Also Read: <\/strong>15 Highest Paying IT Jobs<\/strong><\/a><\/p>\n\n\n\n

When you read a JD, look for the requirements that appear repeatedly in the roles you want. If SIEM, networking, and incident response keep showing up, get hands-on practice with them and have examples ready for your CV and interviews.<\/p>\n\n\n\n

Also, you do not have to cover every line in a JD before applying. Pick the skills that appear most often, get some practical experience with them, and be ready to explain what you used, what you worked on, and what came out of it.<\/p>\n\n\n\n\nScaler Carousel<\/title>\n\n<!-- Plus Jakarta Sans Font -->\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Plus+Jakarta+Sans:wght@400;500;600;700&display=swap\" rel=\"stylesheet\">\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: 24px auto;\n padding: 0;\n box-sizing: border-box;\n}\n.scaler-carousel *,\n.scaler-carousel *::before,\n.scaler-carousel *::after {\n box-sizing: border-box;\n}\n\n\/* Header *\/\n.scaler-header {\n text-align: center;\n margin-bottom: 20px;\n}\n.scaler-header-title {\n font-size: 22px;\n font-weight: 700;\n color: #1a1a2e;\n margin: 0 0 6px;\n line-height: 1.2;\n}\n.scaler-header-subtitle {\n 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class=\"scaler-carousel\">\n <div class=\"scaler-header\">\n <h2 class=\"scaler-header-title\"><span class=\"ez-toc-section\" id=\"transform-your-career\"><\/span>Transform Your Career<span class=\"ez-toc-section-end\"><\/span><\/h2>\n <p class=\"scaler-header-subtitle\">Choose from our industry-leading programs designed for career success<\/p>\n <\/div>\n\n <div class=\"swiper scaler-swiper\">\n <div class=\"swiper-wrapper\">\n\n <!-- CARD 1 -->\n <div class=\"swiper-slide\">\n <div class=\"scaler-card\">\n <div class=\"scaler-badge\">NSDC Certified<\/div>\n <div class=\"scaler-card-top\">\n <div class=\"scaler-icon-wrap\">\n <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><polyline points=\"16 18 22 12 16 6\"\/><polyline points=\"8 6 2 12 8 18\"\/><\/svg>\n <\/div>\n <div class=\"scaler-card-top-content\">\n <h3 class=\"scaler-title\">Modern Software and AI Engineering Program<\/h3>\n <p class=\"scaler-desc\">Master full-stack development with AI integration<\/p>\n <\/div>\n <\/div>\n <div class=\"scaler-stats\">\n <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n <\/div>\n <div class=\"scaler-logos\">\n <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/2\/2f\/Google_2015_logo.svg\" alt=\"Google\" loading=\"lazy\">\n <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a9\/Amazon_logo.svg\" alt=\"Amazon\" loading=\"lazy\">\n <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/42\/Paytm_logo.png\" alt=\"Paytm\" loading=\"lazy\">\n <span class=\"scaler-logo-more\">+1000 more<\/span>\n <\/div>\n <div class=\"scaler-card-btns\">\n <button onclick=\"window.open('https:\/\/www.scaler.com\/academy\/', '_blank')\">\n Go to Program\n <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n <\/button>\n <\/div>\n <\/div>\n <\/div>\n\n <!-- CARD 2 -->\n <div class=\"swiper-slide\">\n <div class=\"scaler-card\">\n <div class=\"scaler-badge\">NSDC Certified<\/div>\n <div class=\"scaler-card-top\">\n <div class=\"scaler-icon-wrap\">\n <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><ellipse 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src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/2\/2f\/Google_2015_logo.svg\" alt=\"Google\" loading=\"lazy\">\n <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a9\/Amazon_logo.svg\" alt=\"Amazon\" loading=\"lazy\">\n <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/42\/Paytm_logo.png\" alt=\"Paytm\" loading=\"lazy\">\n <span class=\"scaler-logo-more\">+1000 more<\/span>\n <\/div>\n <div class=\"scaler-card-btns\">\n <button onclick=\"window.open('https:\/\/www.scaler.com\/data-science-course\/', '_blank')\">\n Go to Program\n <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n <\/button>\n <\/div>\n <\/div>\n <\/div>\n\n <!-- CARD 3 -->\n <div class=\"swiper-slide\">\n <div class=\"scaler-card\">\n <div class=\"scaler-badge\">NSDC Certified<\/div>\n <div class=\"scaler-card-top\">\n <div class=\"scaler-icon-wrap\">\n <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M12 2L13.5 8.5L20 10L13.5 11.5L12 18L10.5 11.5L4 10L10.5 8.5L12 2Z\"\/><\/svg>\n <\/div>\n <div class=\"scaler-card-top-content\">\n <h3 class=\"scaler-title\">Advanced AIML with Specialisation in Agentic AI<\/h3>\n <p class=\"scaler-desc\">Deep dive into AIML with focus on Agentic systems<\/p>\n <\/div>\n <\/div>\n <div class=\"scaler-stats\">\n <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n <div 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aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n <\/button>\n <\/div>\n <\/div>\n <\/div>\n\n <!-- CARD 4 -->\n <div class=\"swiper-slide\">\n <div class=\"scaler-card\">\n <div class=\"scaler-badge\">NSDC Certified<\/div>\n <div class=\"scaler-card-top\">\n <div class=\"scaler-icon-wrap\">\n <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\">\n <path d=\"M17.5 19H9a7 7 0 1 1 6.71-9h1.79a4.5 4.5 0 1 1 0 9Z\" \/>\n <path d=\"M9.2 15.2a3 3 0 1 0 4.24-4.24\" \/>\n <\/svg>\n <\/div>\n <div class=\"scaler-card-top-content\">\n <h3 class=\"scaler-title\">DevOps, Cloud & AI Platform Engineering<\/h3>\n <p class=\"scaler-desc\">Build and manage AI-powered cloud infrastructure<\/p>\n <\/div>\n <\/div>\n <div class=\"scaler-stats\">\n <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n <\/div>\n <div class=\"scaler-logos\">\n <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/2\/2f\/Google_2015_logo.svg\" alt=\"Google\" loading=\"lazy\">\n <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a9\/Amazon_logo.svg\" alt=\"Amazon\" loading=\"lazy\">\n <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/42\/Paytm_logo.png\" alt=\"Paytm\" loading=\"lazy\">\n <span class=\"scaler-logo-more\">+1000 more<\/span>\n <\/div>\n <div class=\"scaler-card-btns\">\n <button onclick=\"window.open('https:\/\/www.scaler.com\/devops-course\/', '_blank')\">\n Go to Program\n <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n <\/button>\n <\/div>\n <\/div>\n <\/div>\n\n <!-- CARD 5 -->\n <div class=\"swiper-slide\">\n <div class=\"scaler-card\">\n <div class=\"scaler-badge\">NSDC Certified<\/div>\n <div class=\"scaler-card-top\">\n <div class=\"scaler-icon-wrap\">\n <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\">\n <line x1=\"3\" y1=\"22\" x2=\"21\" y2=\"22\" \/>\n <line x1=\"6\" y1=\"18\" x2=\"6\" y2=\"11\" \/>\n <line x1=\"10\" y1=\"18\" x2=\"10\" y2=\"11\" \/>\n <line x1=\"14\" y1=\"18\" x2=\"14\" y2=\"11\" \/>\n <line x1=\"18\" y1=\"18\" x2=\"18\" y2=\"11\" \/>\n <polygon points=\"12 2 20 7 4 7\" \/>\n <\/svg>\n <\/div>\n <div class=\"scaler-card-top-content\">\n <h3 class=\"scaler-title\">AI Engineering Advanced Certification by IIT-Roorkee<\/h3>\n <p class=\"scaler-desc\">Premier AI engineering certification from IIT-Roorkee<\/p>\n <\/div>\n <\/div>\n <div class=\"scaler-stats\">\n <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">3 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n <\/div>\n <div class=\"scaler-logos\">\n <img decoding=\"async\" class=\"scaler-logo-strip\" src=\"https:\/\/scaler-blog-prod-wp-content.s3.ap-south-1.amazonaws.com\/wp-content\/uploads\/2026\/07\/08135139\/iitr-icons-strip.png\" alt=\"Program highlights\" loading=\"lazy\">\n <\/div>\n <div class=\"scaler-card-btns\">\n <button onclick=\"window.open('https:\/\/www.scaler.com\/iit-roorkee-advanced-ai-engineering-course\/', '_blank')\">\n Go to Program\n <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n <\/button>\n <\/div>\n <\/div>\n <\/div>\n\n <!-- Continue for remaining cards (6\u20138) using same pattern -->\n\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<\/script>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"the-cyber-security-skills-checklist-%e2%80%93-in-five-tiers\"><\/span><strong>The Cyber Security Skills Checklist – in Five Tiers<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The cyber security skills required in most positions can be categorized in five tiers: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>basic IT skills like networking, operating systems, Linux, and scripting;\u00a0<\/li>\n\n\n\n<li>essential security skills like threat modeling, vulnerability analysis, IAM, cryptography, and incident response;<\/li>\n\n\n\n<li>security tools like SIEM, EDR, Wireshark, Nmap, and Burp Suite;\u00a0<\/li>\n\n\n\n<li>cloud security with AWS, Azure, and GCP; and AI and\u00a0<\/li>\n\n\n\n<li>Security skill sets. Entry-level job positions test candidates primarily on the first two levels.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">If you are applying for an entry-level role, the first two tiers will usually take up most of the technical questions. You need to understand networking, systems, and basic security concepts before working with the tools used to investigate and respond to security issues. Cloud and AI become more relevant for roles that specifically ask for those skills.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cybersecurity is also divided into seven pillars, and that is: network, application, cloud, endpoint, data, identity, and operations security. And yes, the two lists might seem overlapping, but they are for different purposes. The seven pillars are the areas of cybersecurity, while the five tiers above are the skills used across those areas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Take cloud security as an example. Cloud is one of the seven pillars, but working in cloud security can require networking, IAM, vulnerability management, and incident response, along with AWS, Azure, or GCP. So the area you work in and the skills you need for that area are not necessarily the same list.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tier 1: Foundational Skills<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">These cyber security skills list starts with the fundamentals because they are what most entry-level interviews screen first.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Networking:<\/strong> Be familiar with TCP\/IP, OSI, subnetting, DNS, HTTP\/S, NAT, VPN, and firewalls. This is one of the most likely huge gaps of knowledge that any entry-level candidate can have, since without comprehending what is happening behind the scenes when a webpage loads after the URL input, there will be little success during a SOC interview.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Operating systems:<\/strong> Knowledge of processes, permissions, filesystems, memory, services, booting, Windows registry, and basics of Active Directory is required. You should not limit yourself to knowledge of how to work with an OS because security professionals have to understand what is going on under the hood of an OS. Doing a privilege escalation lab using a deliberately vulnerable VM proves one’s skills better than mentioning Windows or Linux in one’s resume.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Linux:<\/strong> Get familiar with the command-line interface, file permissions, systemd, logs, package management, and hardening of SSH. Tooling for security is highly dependent on Linux, so just stating that \u201cI\u2019ve worked with Ubuntu\u201d is not equivalent to having proficiency in a Linux-based environment.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Scripting:<\/strong> Start with <a href=\"https:\/\/www.scaler.com\/topics\/course\/python-for-beginners\/\">Python<\/a>, then add Bash. You can use PowerShell as well if you work in a Windows environment. In cybersecurity, scripting is mainly used for tasks such as parsing logs, handling repetitive triage work, making API calls, and running simple scans. You do not need advanced programming skills to get started. If scripting is new to you, learn basic Python first and focus on writing small scripts that solve common security tasks.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>Skill<\/strong><\/th><th><strong>How it helps<\/strong><\/th><th><strong>How to show it<\/strong><\/th><th><strong>Where to learn<\/strong><\/th><\/tr><tr><th>Networking<\/th><th>Helps you understand traffic, ports, DNS, and protocols.<\/th><th>Packet-analysis lab or PCAP write-up<\/th><th>Networking fundamentals<\/th><\/tr><tr><th>Operating systems<\/th><th>Security work requires understanding processes, permissions, services, and logs.<\/th><th>Linux\/Windows security lab<\/th><th>OS and Linux fundamentals<\/th><\/tr><tr><th>Linux<\/th><th>Widely used in servers, cloud environments, and security tooling.<\/th><th>Linux lab with documented findings<\/th><th>Linux fundamentals<\/th><\/tr><tr><th>Scripting<\/th><th>Helps automate repetitive security tasks and analyse data.<\/th><th>Python or Bash project on GitHub<\/th><th>Python\/Bash fundamentals<\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Looking to strengthen your technical skills? You can start with:  <a href=\"https:\/\/www.scaler.com\/topics\/course\/free-operating-system-course\/\">Operating System Course with Certification<\/a><\/p>\n\n\n<meta charset=\"UTF-8\">\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n\n <!-- Source Sans Pro (topics font) -->\n <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Source+Sans+3:wght@400;600;700&display=swap\" rel=\"stylesheet\">\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 \/* topics design tokens (variables.scss) *\/\n --scaler-primary: #005bb3; \/* primary-color-80 *\/\n --scaler-primary-30: #8acaff; \/* primary-color-30 *\/\n --scaler-brand-blue: #255aad;\n --scaler-live: #ee001d; \/* accent-v5-60 *\/\n --scaler-live-bg: #ffe6e9; \/* accent-v5-10 *\/\n --scaler-card-bg: #ffffff; \/* neutral-scale-0 *\/\n --scaler-surface: #f4f6f9; \/* neutral-scale-2 *\/\n --scaler-text-primary: #1a2c47; \/* neutral-scale-12 *\/\n --scaler-text-secondary: #61738e; \/* neutral-scale-9 *\/\n --scaler-border: #d6dee5; \/* neutral-scale-4 *\/\n --scaler-radius: 16px;\n --scaler-radius-sm: 8px;\n --scaler-shadow: 0 8px 16px 0 rgba(50, 71, 102, 0.16);\n }\n\n .scaler-events-carousel * { box-sizing: border-box; }\n\n .scaler-events-carousel {\n font-family: \"Source Sans 3\", \"Source Sans Pro\", \"Roboto\", Arial, sans-serif;\n padding: 24px;\n position: relative;\n width: 100%;\n }\n .scaler-events-carousel__inner {\n max-width: 1000px;\n margin: 0 auto;\n position: relative;\n width: 100%;\n }\n\n \/* Header \u2014 calendar icon + \"Live Masterclasses\" *\/\n .scaler-events-header {\n display: flex;\n align-items: center;\n gap: 8px;\n margin-bottom: 8px;\n padding: 8px 0;\n }\n .scaler-events-header__icon { display: inline-flex; color: var(--scaler-text-primary); }\n .scaler-events-header__icon svg { width: 24px; height: 24px; }\n .scaler-events-header__title {\n font-size: 18px;\n font-weight: 700;\n color: var(--scaler-text-primary);\n line-height: 1.3;\n margin: 0;\n }\n\n \/* Swiper wrap (holds side arrows) *\/\n .scaler-events-swiper-wrap { position: relative; }\n .scaler-events-carousel .swiper { width: 100%; padding: 4px; }\n .scaler-event-swiper .swiper-slide {\n width: 296px; \/* topics card_container width *\/\n height: auto;\n display: flex;\n }\n\n \/* Event Card \u2014 matches topics EventCard *\/\n .scaler-event-card {\n background: var(--scaler-card-bg);\n border: 1px solid var(--scaler-border);\n border-radius: var(--scaler-radius);\n padding: 16px;\n display: flex;\n flex-direction: column;\n height: 100%;\n width: 100%;\n cursor: pointer;\n }\n\n \/* Header row: headshot + title\/name *\/\n .scaler-event-card__header { display: flex; align-items: flex-start; }\n .scaler-event-card__image-wrapper {\n position: relative;\n width: 88px;\n height: 88px;\n min-width: 88px;\n border-radius: var(--scaler-radius-sm);\n overflow: hidden;\n background: var(--scaler-primary-30);\n }\n .scaler-event-card__image {\n position: absolute;\n top: 0; left: 0;\n width: 100%; height: 100%;\n object-fit: cover;\n }\n \/* attendee-count footer (default) *\/\n .scaler-event-card__img-footer {\n position: absolute;\n left: 0; right: 0; bottom: 0;\n display: flex;\n align-items: center;\n justify-content: center;\n gap: 4px;\n padding: 1px 8px;\n background: var(--scaler-surface);\n color: var(--scaler-text-primary);\n font-size: 13px;\n line-height: 22px;\n }\n .scaler-event-card__img-footer svg { width: 14px; height: 14px; }\n \/* live chip (shown when status === current) *\/\n .scaler-event-card__live-badge {\n position: absolute;\n left: 0; right: 0; bottom: 0;\n display: flex;\n align-items: center;\n justify-content: center;\n gap: 5px;\n padding: 1px 8px;\n background: var(--scaler-live-bg);\n color: var(--scaler-live);\n font-size: 12px;\n line-height: 22px;\n text-transform: uppercase;\n letter-spacing: 0.18em;\n }\n .scaler-event-card__live-badge::before {\n content: \"\";\n width: 6px; height: 6px;\n background: var(--scaler-live);\n border-radius: 50%;\n }\n .scaler-event-card__text { margin-left: 16px; min-width: 0; }\n .scaler-event-card__title {\n font-size: 20px;\n font-weight: 600;\n color: var(--scaler-text-primary);\n margin: 0;\n line-height: 1.4;\n display: -webkit-box;\n -webkit-line-clamp: 2;\n -webkit-box-orient: vertical;\n overflow: hidden;\n }\n .scaler-event-card__speaker {\n margin-top: 8px;\n font-size: 14px;\n line-height: 1.4;\n color: var(--scaler-text-primary);\n }\n\n \/* Takeaways *\/\n .scaler-event-card__takeaways {\n margin-top: 12px;\n min-height: 50px;\n max-height: 50px;\n overflow: hidden;\n }\n .scaler-event-card__takeaway-item {\n display: flex;\n align-items: flex-start;\n gap: 6px;\n }\n .scaler-event-card__dot {\n width: 4px; height: 4px;\n min-width: 4px;\n border-radius: 50%;\n background: var(--scaler-text-secondary);\n margin-top: 11px;\n }\n .scaler-event-card__takeaway-text {\n flex: 1;\n min-width: 0;\n font-size: 14px;\n line-height: 24px;\n color: var(--scaler-text-primary);\n white-space: nowrap;\n overflow: hidden;\n text-overflow: ellipsis;\n }\n .scaler-event-card__knowmore,\n .scaler-event-card__knowmore:link,\n .scaler-event-card__knowmore:visited {\n flex-shrink: 0;\n font-size: 14px;\n line-height: 24px;\n color: var(--scaler-primary) !important;\n text-decoration: none;\n white-space: nowrap;\n }\n .scaler-event-card__knowmore:hover { text-decoration: underline; }\n\n \/* Date + duration *\/\n .scaler-event-card__meta {\n display: flex;\n align-items: center;\n justify-content: space-between;\n margin-top: 20px;\n font-size: 13px;\n line-height: 24px;\n color: var(--scaler-text-primary);\n }\n .scaler-event-card__duration {\n display: flex;\n align-items: center;\n gap: 4px;\n }\n .scaler-event-card__duration svg { width: 15px; height: 15px; }\n\n .scaler-event-card__spacer { flex-grow: 1; min-height: 4px; }\n\n \/* CTA \u2014 outlined \"Register with 1-Click\" *\/\n .scaler-event-card__cta,\n .scaler-event-card__cta:link,\n .scaler-event-card__cta:visited {\n display: flex;\n align-items: center;\n justify-content: center;\n width: 100%;\n margin-top: 16px;\n padding: 8px;\n background: transparent;\n color: var(--scaler-primary) !important;\n font-family: inherit;\n font-size: 14px;\n font-weight: 600;\n line-height: 24px;\n text-decoration: none;\n border: 1px solid var(--scaler-primary);\n border-radius: var(--scaler-radius-sm);\n cursor: pointer;\n transition: background 0.2s ease, color 0.2s ease;\n }\n .scaler-event-card__cta:hover,\n .scaler-event-card__cta:focus {\n background: var(--scaler-primary);\n color: #fff !important;\n }\n\n \/* Side navigation arrows *\/\n .scaler-events-nav__btn {\n position: absolute !important;\n top: 50% !important;\n transform: translateY(-50%) !important;\n z-index: 2;\n width: 46px !important;\n height: 46px !important;\n min-width: 46px;\n display: flex !important;\n align-items: center;\n justify-content: center;\n padding: 0 !important;\n background: var(--scaler-card-bg) !important;\n border: none !important;\n border-radius: var(--scaler-radius-sm) !important;\n box-shadow: var(--scaler-shadow) !important;\n color: var(--scaler-text-secondary) !important;\n cursor: pointer;\n transition: opacity 0.2s ease, visibility 0.2s ease;\n }\n .scaler-nav-prev { left: 8px !important; }\n .scaler-nav-next { right: 8px !important; }\n .scaler-events-nav__btn svg {\n width: 20px !important;\n height: 20px !important;\n fill: var(--scaler-text-secondary) !important;\n }\n .scaler-events-nav__btn.swiper-button-disabled {\n opacity: 0;\n visibility: hidden;\n pointer-events: none;\n }\n\n \/* View All Events *\/\n .scaler-events-viewall,\n .scaler-events-viewall:link,\n .scaler-events-viewall:visited {\n display: flex;\n align-items: center;\n justify-content: center;\n gap: 6px;\n margin-top: 12px;\n font-size: 14px;\n font-weight: 600;\n color: var(--scaler-brand-blue) !important;\n text-decoration: none;\n }\n .scaler-events-viewall:hover { text-decoration: underline; }\n .scaler-events-viewall svg { width: 16px; height: 16px; fill: var(--scaler-brand-blue); }\n\n \/* hide swiper defaults *\/\n .scaler-events-pagination { display: none; }\n .scaler-events-carousel .swiper-button-prev,\n .scaler-events-carousel .swiper-button-next { display: none; }\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__speaker,\n .scaler-event-card--skeleton .scaler-event-card__takeaways,\n .scaler-event-card--skeleton .scaler-event-card__meta,\n .scaler-event-card--skeleton .scaler-event-card__cta {\n background: linear-gradient(90deg, var(--scaler-border) 25%, var(--scaler-surface) 50%, var(--scaler-border) 75%);\n background-size: 200% 100%;\n animation: shimmer 1.5s infinite;\n color: transparent !important;\n border-color: transparent !important;\n border-radius: 4px;\n }\n .scaler-event-card--skeleton .scaler-event-card__title { min-height: 44px; }\n .scaler-event-card--skeleton .scaler-event-card__speaker { min-height: 16px; }\n .scaler-event-card--skeleton .scaler-event-card__meta { min-height: 24px; }\n .scaler-event-card--skeleton .scaler-event-card__cta { min-height: 40px; }\n .scaler-event-card--skeleton .scaler-event-card__image,\n .scaler-event-card--skeleton .scaler-event-card__img-footer,\n .scaler-event-card--skeleton .scaler-event-card__live-badge { 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: 40px 20px;\n color: var(--scaler-text-secondary);\n font-size: 15px;\n }\n\n @media (max-width: 768px) {\n .scaler-events-carousel { padding: 16px; }\n .scaler-event-swiper .swiper-slide { width: calc(100vw - 52px); }\n .scaler-events-nav__btn { display: none; }\n }\n <\/style>\n\n\n\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__header\">\n <div class=\"scaler-event-card__image-wrapper\">\n <img decoding=\"async\" src=\"\" alt=\"\" class=\"scaler-event-card__image\" loading=\"lazy\">\n <div class=\"scaler-event-card__img-footer\">\n <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M11.199 7.957c-3.086 0-5.588 2.502-5.588 5.588s2.502 5.588 5.588 5.588c3.086 0 5.588-2.502 5.588-5.588s-2.502-5.588-5.588-5.588zM3.611 13.545c0-4.191 3.397-7.588 7.588-7.588s7.588 3.397 7.588 7.588c0 4.191-3.397 7.588-7.588 7.588s-7.588-3.397-7.588-7.588z\"\/><path d=\"M21.090 6.369h0.003c1.989 0 3.897 0.79 5.303 2.197s2.197 3.314 2.197 5.303-0.79 3.897-2.197 5.303c-1.406 1.407-3.314 2.197-5.303 2.197-0.552 0-1-0.448-1-1s0.448-1 1-1c1.459 0 2.858-0.579 3.889-1.611s1.611-2.43 1.611-3.889c0-1.459-0.58-2.858-1.611-3.889s-2.429-1.611-3.888-1.611c-0.507 0.002-1.013 0.070-1.502 0.203-0.533 0.145-1.082-0.17-1.227-0.703s0.17-1.082 0.703-1.227c0.659-0.179 1.339-0.27 2.021-0.272z\"\/><path d=\"M10.906 21.364c-1.605 0-3.186 0.386-4.61 1.126s-2.649 1.811-3.572 3.124c-0.318 0.452-0.941 0.561-1.393 0.243s-0.561-0.941-0.243-1.393c1.107-1.576 2.577-2.862 4.286-3.749s3.606-1.351 5.532-1.351 3.823 0.463 5.532 1.351c1.709 0.888 3.179 2.174 4.286 3.749 0.318 0.452 0.209 1.076-0.243 1.393s-1.076 0.209-1.393-0.243c-0.923-1.313-2.148-2.385-3.572-3.124s-3.005-1.126-4.61-1.126z\"\/><\/svg>\n <span class=\"js-event-count\"><\/span>\n <\/div>\n <div class=\"scaler-event-card__live-badge\" style=\"display: none;\">Live<\/div>\n <\/div>\n <div class=\"scaler-event-card__text\">\n <h3 class=\"scaler-event-card__title\"><\/h3>\n <div class=\"scaler-event-card__speaker js-event-speaker\"><\/div>\n <\/div>\n <\/div>\n\n <div class=\"scaler-event-card__takeaways js-event-takeaways\"><\/div>\n\n <div class=\"scaler-event-card__spacer\"><\/div>\n\n <div class=\"scaler-event-card__meta\">\n <span class=\"js-event-date\"><\/span>\n <span class=\"scaler-event-card__duration\">\n <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M16 6.333c6.443 0 11.667 5.223 11.667 11.667s-5.223 11.667-11.667 11.667c-6.443 0-11.667-5.223-11.667-11.667v0c0.008-6.44 5.226-11.659 11.666-11.667h0.001zM16 28.333c5.707 0 10.333-4.626 10.333-10.333s-4.626-10.333-10.333-10.333c-5.707 0-10.333 4.626-10.333 10.333v0c0.007 5.704 4.629 10.326 10.333 10.333h0.001z\"\/><path d=\"M16 18.667c-0 0-0.001 0-0.001 0-0.184 0-0.35-0.074-0.471-0.195v0c-0.121-0.121-0.195-0.287-0.195-0.471s0.075-0.351 0.195-0.471l4.951-4.952c0.121-0.121 0.287-0.195 0.471-0.195s0.351 0.075 0.471 0.195v0c0.121 0.121 0.195 0.287 0.195 0.471s-0.075 0.351-0.195 0.471l-4.949 4.951c-0.121 0.121-0.288 0.196-0.472 0.196v0z\"\/><path d=\"M19 3.667h-6c-0.368 0-0.667-0.298-0.667-0.667v0c0-0.368 0.298-0.667 0.667-0.667v0h6c0.368 0 0.667 0.298 0.667 0.667v0c0 0.368-0.298 0.667-0.667 0.667v0z\"\/><\/svg>\n <span class=\"js-event-duration\"><\/span>\n <\/span>\n <\/div>\n\n <a href=\"#\" class=\"scaler-event-card__cta js-event-cta\">Register with 1-Click<\/a>\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__icon\">\n <svg fill=\"currentColor\" viewBox=\"0 0 33 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M6.406 6.8c-0.11 0-0.2 0.090-0.2 0.2v20c0 0.11 0.090 0.2 0.2 0.2h20c0.11 0 0.2-0.090 0.2-0.2v-20c0-0.11-0.090-0.2-0.2-0.2h-20zM4.606 7c0-0.994 0.806-1.8 1.8-1.8h20c0.994 0 1.8 0.806 1.8 1.8v20c0 0.994-0.806 1.8-1.8 1.8h-20c-0.994 0-1.8-0.806-1.8-1.8v-20z\"\/><path d=\"M22.406 3.2c0.442 0 0.8 0.358 0.8 0.8v4c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-4c0-0.442 0.358-0.8 0.8-0.8z\"\/><path d=\"M10.406 3.2c0.442 0 0.8 0.358 0.8 0.8v4c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-4c0-0.442 0.358-0.8 0.8-0.8z\"\/><path d=\"M4.606 12c0-0.442 0.358-0.8 0.8-0.8h22c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-22c-0.442 0-0.8-0.358-0.8-0.8z\"\/><path d=\"M21.488 16.451c0.303 0.322 0.288 0.828-0.034 1.131l-5.838 5.5c-0.309 0.291-0.791 0.29-1.099-0.002l-3.162-3c-0.321-0.304-0.334-0.81-0.030-1.131s0.81-0.334 1.131-0.030l2.614 2.48 5.287-4.981c0.322-0.303 0.828-0.288 1.131 0.034z\"\/><\/svg>\n <\/span>\n <h2 class=\"scaler-events-header__title\"><span class=\"ez-toc-section\" id=\"live-masterclasses\"><\/span>Live Masterclasses<span class=\"ez-toc-section-end\"><\/span><\/h2>\n <\/header>\n\n <div class=\"scaler-events-swiper-wrap\">\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 <button class=\"scaler-events-nav__btn scaler-nav-prev\" aria-label=\"Previous slide\">\n <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(-90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n <\/button>\n <button class=\"scaler-events-nav__btn scaler-nav-next\" aria-label=\"Next slide\">\n <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n <\/button>\n <\/div>\n\n <a class=\"scaler-events-viewall\" href=\"https:\/\/www.scaler.com\/events\/\">\n <span>View All Events<\/span>\n <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n <\/a>\n <\/div>\n <\/div>\n\n <script>\n document.addEventListener(\"DOMContentLoaded\", () => {\n\n const monthNames = [\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"];\n\n function formatTime(st) {\n const t = new Date(st);\n const date = t.getDate();\n const month = monthNames[t.getMonth()];\n const year = t.getFullYear();\n const h = t.getHours();\n const m = String(t.getMinutes()).padStart(2, \"0\");\n let time;\n if (h === 0) time = `12:${m} AM`;\n else if (h === 12) time = `12:${m} PM`;\n else if (h > 12) time = `${h - 12}:${m} PM`;\n else time = `${h}:${m} AM`;\n return `${date} ${month} ${year} | ${time}`;\n }\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 const swiper = new Swiper(swiperElement, {\n slidesPerView: \"auto\",\n spaceBetween: 16,\n grabCursor: true,\n observer: true,\n observeParents: true,\n pagination: {\n el: paginationEl,\n clickable: true,\n dynamicBullets: true\n },\n navigation: {\n nextEl: nextBtn,\n prevEl: prevBtn\n },\n });\n\n function showSkeletons(count = 4) {\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 cd = attr.custom_data || {};\n const clone = template.content.cloneNode(true);\n const joinUrl = `\/event\/${attr.slug}\/?utm_source=blog&utm_medium=master_class&utm_content=${currentSlug}`;\n\n \/\/ Instructor headshot\n const instructor = (cd.instructors && cd.instructors[0]) || {};\n const img = clone.querySelector(\".scaler-event-card__image\");\n img.src = instructor.media_url || attr.image_url ||\n \"https:\/\/images.unsplash.com\/photo-1531891437562-4301cf35b7e4?w=200&h=200&fit=crop\";\n img.alt = instructor.name || attr.instructor_name || attr.title;\n\n \/\/ Title + speaker\n clone.querySelector(\".scaler-event-card__title\").textContent = attr.title;\n clone.querySelector(\".js-event-speaker\").textContent = instructor.name || attr.instructor_name || \"\";\n\n \/\/ Live chip vs attendee count\n const isLive = attr.status === \"current\";\n const footer = clone.querySelector(\".scaler-event-card__img-footer\");\n const liveBadge = clone.querySelector(\".scaler-event-card__live-badge\");\n if (isLive) {\n footer.style.display = \"none\";\n liveBadge.style.display = \"flex\";\n liveBadge.textContent = \"Live\";\n } else if (attr.registration_count) {\n clone.querySelector(\".js-event-count\").textContent = attr.registration_count;\n } else {\n footer.style.display = \"none\";\n }\n\n \/\/ Takeaways (up to 2, Know More on the last)\n const takeaways = (cd.takeaways || []).slice(0, 2);\n const listEl = clone.querySelector(\".js-event-takeaways\");\n listEl.innerHTML = \"\";\n takeaways.forEach((t, idx) => {\n const item = document.createElement(\"div\");\n item.className = \"scaler-event-card__takeaway-item\";\n const dot = document.createElement(\"span\");\n dot.className = \"scaler-event-card__dot\";\n const txt = document.createElement(\"span\");\n txt.className = \"scaler-event-card__takeaway-text\";\n txt.textContent = t;\n item.appendChild(dot);\n item.appendChild(txt);\n if (idx === takeaways.length - 1) {\n const km = document.createElement(\"a\");\n km.className = \"scaler-event-card__knowmore\";\n km.textContent = \"Know More\";\n km.href = joinUrl;\n item.appendChild(km);\n }\n listEl.appendChild(item);\n });\n\n \/\/ Date + duration\n clone.querySelector(\".js-event-date\").textContent = formatTime(attr.start_time);\n let hrs = \"\";\n if (attr.duration) {\n hrs = (attr.duration \/ 60).toFixed(2);\n } else if (attr.end_time) {\n hrs = (Math.abs(new Date(attr.start_time) - new Date(attr.end_time)) \/ 3600000).toFixed(2);\n }\n clone.querySelector(\".js-event-duration\").textContent = hrs ? `${hrs} Hrs` : \"\";\n\n \/\/ CTA\n clone.querySelector(\".js-event-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\n\n\n<h3 class=\"wp-block-heading\"><strong>Tier 2: Core Security Skills<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">These are some of the core cybersecurity skills. They cover system weaknesses, security controls, threat detection, and incident investigation – the areas you will work with when dealing with real security problems.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Skill<\/strong><\/td><td><strong>Why it matters<\/strong><\/td><td><strong>How to show it<\/strong><\/td><td><strong>Where to learn<\/strong><\/td><\/tr><tr><td>Threat modelling<\/td><td>Helps identify likely attack paths before they become incidents.<\/td><td>Threat model for a sample application<\/td><td><a href=\"https:\/\/learn.microsoft.com\/en-us\/training\/paths\/tm-threat-modeling-fundamentals\/\" target=\"_blank\" rel=\"noopener\">Threat-modelling labs<\/a><\/td><\/tr><tr><td>Vulnerability assessment<\/td><td>Shows that you can find weaknesses and prioritise them.<\/td><td>Vulnerability assessment report<\/td><td><a href=\"https:\/\/www.elastic.co\/security-labs\/\" target=\"_blank\" rel=\"noopener\">Security labs<\/a><\/td><\/tr><tr><td>IAM<\/td><td>Controls who can access systems and what they can do.<\/td><td>Least-privilege IAM configuration<\/td><td><a href=\"https:\/\/learn.microsoft.com\/en-us\/training\/modules\/get-started-identity-access-labs\/\" target=\"_blank\" rel=\"noopener\">IAM labs<\/a><\/td><\/tr><tr><td>Incident response<\/td><td>Tests whether you can investigate and explain a security event.<\/td><td>Incident-response report<\/td><td><a href=\"https:\/\/www.irlabs.com\/\" target=\"_blank\" rel=\"noopener\">IR labs<\/a><\/td><\/tr><tr><td>Cryptography<\/td><td>Forms the basis of secure communication, authentication, and data protection.<\/td><td>Encryption\/TLS lab<\/td><td><a href=\"https:\/\/learn.microsoft.com\/en-us\/training\/modules\/describe-concepts-of-cryptography\/\" target=\"_blank\" rel=\"noopener\">Cryptography fundamentals<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Threat modelling: <\/strong>Think like an attacker; where would you start the attack, how far would it extend, and what architectural flaws exist that would make this easier? Start by looking at models like STRIDE and abuse cases. A written threat model for a small application you built or analysed is a useful way to demonstrate this skill.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Vulnerability assessment and management:<\/strong> You need to find, validate, and prioritise vulnerabilities, understand CVEs and CVSS scores, and recognise why a scanner’s “critical” finding isn’t automatically the most critical issue for the business. Show this with a prioritised remediation report from a security scan of your own lab.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Identity and access management:<\/strong> Get acquainted with authentication vs authorization, least privilege, RBAC, MFA, SSO, federation, Active Directory, Entra ID, and the concepts of zero trust. IAM is becoming more and more important for even junior-level jobs because identity and access management forms the core of many contemporary security architectures.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Cryptography:<\/strong> Focus on the parts of cryptography that come up in security work. You should understand symmetric and asymmetric encryption, hashing, TLS handshakes, digital certificates, PKI, and key management. You should also know when each is used and why. For example, hashing and encryption solve different problems, so you should be able to explain the difference clearly. And when implementing cryptography, use established algorithms and libraries rather than trying to create your own.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Incident response:<\/strong> Be familiar with the life cycle basics: prepare to detect, contain, eradicate, recover, and learn. You also need to know about the fundamentals of evidence collection and chain of custody, as well as what is involved in handling an incident on call.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Log analysis and detection thinking:<\/strong> Develop skills in logging analysis, identifying anomalies, understanding the purpose behind a detection rule, and identifying reasons for false positives. This forms an essential part of SOC junior analyst work but is often neglected because of the excessive focus on security tool learning.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you want to see how these core areas fit into a formal curriculum, you can also explore the <a href=\"https:\/\/www.scaler.com\/blog\/cyber-security-syllabus\/\">Cyber Security Syllabus 2026<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tier 3: Security Tooling<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">For many entry-level SOC roles, these are practical cyber security analyst skills, particularly log analysis, SIEM investigation and endpoint monitoring. Once the fundamentals are in place, the tools will become much easier to learn for you. But learning every single tool and putting it on the resume sort of gives an idea that you might not be proficient with all. Hence, it’s best to understand which skills to go for.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Skill<\/strong><\/td><td><strong>Why it matters<\/strong><\/td><td><strong>How to evidence it<\/strong><\/td><td><strong>Where to learn it<\/strong><\/td><\/tr><tr><td>SIEM<\/td><td>Investigate and correlate security events.<\/td><td>Document an alert investigation from a home lab.<\/td><td><a href=\"https:\/\/www.splunk.com\/\" target=\"_blank\" rel=\"noopener\">Splunk<\/a>, <a href=\"https:\/\/wazuh.com\/\" target=\"_blank\" rel=\"noopener\">Wazuh<\/a>, <a href=\"https:\/\/tryhackme.com\/\" target=\"_blank\" rel=\"noopener\">TryHackMe<\/a><\/td><\/tr><tr><td>EDR<\/td><td>Investigate and respond to endpoint threats.<\/td><td>Analyse a simulated endpoint alert.<\/td><td><a href=\"https:\/\/learn.microsoft.com\/en-us\/security\/\" target=\"_blank\" rel=\"noopener\">Microsoft security hub<\/a><\/td><\/tr><tr><td>Wireshark<\/td><td>Analyse network traffic for suspicious activity.<\/td><td>Write up a packet-capture investigation.<\/td><td><a href=\"https:\/\/www.wireshark.org\/\" target=\"_blank\" rel=\"noopener\">Wireshark<\/a><\/td><\/tr><tr><td>Nmap<\/td><td>Understand hosts, ports and services.<\/td><td>Document an authorised network scan.<\/td><td><a href=\"https:\/\/nmap.org\/\" target=\"_blank\" rel=\"noopener\">Nmap<\/a><\/td><\/tr><tr><td>Burp Suite<\/td><td>Test web applications for vulnerabilities.<\/td><td>Complete and document a PortSwigger lab.<\/td><td><a href=\"https:\/\/portswigger.net\/\" target=\"_blank\" rel=\"noopener\">PortSwigger<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>SIEM:<\/strong> Know Splunk, Microsoft Sentinel, and Wazuh. For a home lab, Wazuh and Splunk Free are realistic options. Focus on collecting, correlating, and investigating logs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>EDR\/XDR:<\/strong> Study CrowdStrike, SentinelOne, and Microsoft Defender, to name a few, but keep in mind what you can access. It is unlikely that you will have access to any of these EDR products on your home computer, so just learn the principles behind endpoint telemetry, detection, investigation, and response.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Wireshark:<\/strong> Practise packet analysis and learn to explain what captured traffic is doing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Nmap:<\/strong> Use it for host and service discovery and understanding attack surface.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Burp Suite:<\/strong> Learn HTTP traffic and web application testing; the Community edition is enough to start.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Metasploit:<\/strong> Understand how an exploitation framework works without obsessing over every module.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Nessus\/OpenVAS:<\/strong> Learn vulnerability scanning, then practise validating and prioritising the findings.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When you are learning security tools, focus on why you are using them. For example, saying, \u201cI\u2019d start with an Nmap service scan because I want to see what is running on the target before deciding what to investigate,\u201d shows that you understand the purpose behind the scan. You can learn the specific commands as you need them. The same way of thinking applies to other security tools too.<\/p>\n\n\n<meta charset=\"UTF-8\">\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n\n <!-- Source Sans Pro (topics font) -->\n <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Source+Sans+3:wght@400;600;700&display=swap\" rel=\"stylesheet\">\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 --cl-primary: #005bb3;\n --cl-brand-blue: #255aad;\n --cl-card-bg: #ffffff;\n --cl-surface: #f6f7f8;\n --cl-border: #d6dee5;\n --cl-text-primary: #1a2c47; \/* neutral-scale-12 *\/\n --cl-text-secondary: #61738e; \/* neutral-scale-9 *\/\n --cl-radius: 16px;\n --cl-radius-sm: 8px;\n --cl-shadow: 0 8px 16px 0 rgba(50, 71, 102, 0.16);\n }\n\n .scaler-courses * { box-sizing: border-box; }\n\n .scaler-courses {\n font-family: \"Source Sans 3\", \"Source Sans Pro\", \"Roboto\", Arial, sans-serif;\n padding: 24px;\n width: 100%;\n }\n .scaler-courses__inner {\n max-width: 1000px;\n margin: 0 auto;\n position: relative;\n width: 100%;\n }\n\n \/* Header *\/\n .scaler-courses__header {\n display: flex;\n align-items: center;\n gap: 8px;\n margin-bottom: 8px;\n padding: 8px 0;\n }\n .scaler-courses__header-icon { display: inline-flex; color: var(--cl-text-primary); }\n .scaler-courses__header-icon svg { width: 24px; height: 24px; }\n .scaler-courses__title {\n font-size: 18px;\n font-weight: 700;\n color: var(--cl-text-primary);\n line-height: 1.3;\n margin: 0;\n }\n\n \/* Swiper *\/\n .scaler-courses__swiper-wrap { position: relative; }\n .scaler-courses .swiper { width: 100%; padding: 4px; }\n .scaler-courses-swiper .swiper-slide {\n width: 296px;\n height: auto;\n display: flex;\n }\n\n \/* Card *\/\n .scaler-course-card {\n display: flex;\n flex-direction: column;\n width: 100%;\n height: 100%;\n min-height: 336px;\n background: var(--cl-card-bg);\n border: 1px solid var(--cl-border);\n border-radius: var(--cl-radius);\n overflow: hidden;\n text-decoration: none;\n cursor: pointer;\n transition: box-shadow 0.2s ease;\n }\n .scaler-course-card:hover { box-shadow: 0 2px 12px rgba(50, 71, 102, 0.12); }\n\n .scaler-course-card__image {\n width: 100%;\n height: 128px;\n min-height: 128px;\n object-fit: cover;\n background: var(--cl-surface);\n display: block;\n }\n\n .scaler-course-card__detail {\n display: flex;\n flex-direction: column;\n flex: 1 1 auto;\n padding: 16px 16px 8px;\n }\n .scaler-course-card__heading,\n .scaler-course-card__heading:link,\n .scaler-course-card__heading:visited {\n font-size: 20px;\n font-weight: 600;\n line-height: 1.4;\n color: var(--cl-text-primary) !important;\n margin: 0 0 8px;\n white-space: nowrap;\n overflow: hidden;\n text-overflow: ellipsis;\n }\n .scaler-course-card__instructor {\n font-size: 14px;\n line-height: 1.86;\n color: var(--cl-text-primary);\n white-space: nowrap;\n overflow: hidden;\n text-overflow: ellipsis;\n }\n .scaler-course-card__instructor b { font-weight: 700; }\n .scaler-course-card__desc {\n flex-grow: 1;\n margin-top: 8px;\n margin-bottom: 12px;\n font-size: 16px;\n line-height: 1.5;\n color: var(--cl-text-secondary);\n display: -webkit-box;\n -webkit-line-clamp: 2;\n -webkit-box-orient: vertical;\n overflow: hidden;\n }\n\n .scaler-course-card__footer {\n display: flex;\n align-items: center;\n justify-content: space-between;\n width: 100%;\n }\n .scaler-course-card__stat {\n display: flex;\n align-items: center;\n gap: 4px;\n font-size: 14px;\n color: var(--cl-text-primary);\n }\n .scaler-course-card__stat svg { width: 18px; height: 18px; flex-shrink: 0; }\n .scaler-course-card__stat img { width: 20px; height: 20px; flex-shrink: 0; }\n\n \/* Side arrows *\/\n .scaler-courses__nav {\n position: absolute !important;\n top: 50% !important;\n transform: translateY(-50%) !important;\n z-index: 2;\n width: 46px !important; height: 46px !important; min-width: 46px;\n display: flex !important; align-items: center; justify-content: center;\n padding: 0 !important;\n background: var(--cl-card-bg) !important;\n border: none !important;\n border-radius: var(--cl-radius-sm) !important;\n box-shadow: var(--cl-shadow) !important;\n color: var(--cl-text-secondary) !important;\n cursor: pointer;\n transition: opacity 0.2s ease, visibility 0.2s ease;\n }\n .scaler-courses__nav--prev { left: 8px !important; }\n .scaler-courses__nav--next { right: 8px !important; }\n .scaler-courses__nav svg { width: 20px !important; height: 20px !important; fill: var(--cl-text-secondary) !important; }\n .scaler-courses__nav.swiper-button-disabled { opacity: 0; visibility: hidden; pointer-events: none; }\n\n .scaler-courses .swiper-button-prev,\n .scaler-courses .swiper-button-next,\n .scaler-courses .swiper-pagination { display: none; }\n\n \/* Skeleton *\/\n .scaler-course-card--skeleton { pointer-events: none; }\n .scaler-course-card--skeleton .scaler-course-card__image,\n .scaler-course-card--skeleton .scaler-course-card__heading,\n .scaler-course-card--skeleton .scaler-course-card__instructor,\n .scaler-course-card--skeleton .scaler-course-card__desc,\n .scaler-course-card--skeleton .scaler-course-card__footer {\n background: linear-gradient(90deg, var(--cl-border) 25%, var(--cl-surface) 50%, var(--cl-border) 75%);\n background-size: 200% 100%;\n animation: cl-shimmer 1.5s infinite;\n color: transparent !important;\n border-radius: 4px;\n }\n .scaler-course-card--skeleton .scaler-course-card__heading { height: 24px; margin: 0 0 8px; }\n .scaler-course-card--skeleton .scaler-course-card__instructor { height: 16px; }\n .scaler-course-card--skeleton .scaler-course-card__footer { height: 20px; }\n @keyframes cl-shimmer { 0% { background-position: 200% 0; } 100% { background-position: -200% 0; } }\n\n .scaler-courses__empty { display: none; }\n\n @media (max-width: 768px) {\n .scaler-courses { padding: 16px; }\n .scaler-courses-swiper .swiper-slide { width: 260px; }\n .scaler-courses__nav { display: none !important; }\n }\n <\/style>\n\n\n <div class=\"scaler-courses js-scaler-courses\">\n\n <template class=\"js-course-card-template\">\n <div class=\"swiper-slide\">\n <a class=\"scaler-course-card js-course-link\" href=\"#\" target=\"_blank\" rel=\"noopener\">\n <img decoding=\"async\" class=\"scaler-course-card__image js-course-image\" src=\"\" alt=\"\" loading=\"lazy\">\n <div class=\"scaler-course-card__detail\">\n <div class=\"scaler-course-card__heading js-course-title\"><\/div>\n <div class=\"scaler-course-card__instructor js-course-instructor\"><\/div>\n <div class=\"scaler-course-card__desc js-course-desc\"><\/div>\n <div class=\"scaler-course-card__footer\">\n <span class=\"scaler-course-card__stat js-course-star\">\n <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M14.83 2.868c0.342-0.239 0.75-0.368 1.168-0.368s0.826 0.128 1.168 0.368c0.338 0.236 0.596 0.569 0.741 0.955l2.759 6.936c0.003 0.007 0.007 0.013 0.013 0.017s0.013 0.007 0.020 0.007l7.402 0.476c0.411 0.036 0.802 0.194 1.124 0.452s0.559 0.607 0.683 1 0.127 0.815 0.011 1.211c-0.116 0.396-0.347 0.748-0.664 1.013l-5.655 4.714c-0.013 0.011-0.022 0.025-0.028 0.040s-0.006 0.032-0.002 0.047l1.821 7.163c0.107 0.395 0.094 0.812-0.037 1.2-0.133 0.391-0.38 0.734-0.71 0.983s-0.727 0.393-1.14 0.413c-0.413 0.020-0.822-0.084-1.175-0.3l-0.015-0.009-6.307-4.005c-0.004-0.003-0.009-0.004-0.014-0.004s-0.009 0.001-0.013 0.004l-5.876 3.721c-0.389 0.235-0.839 0.347-1.292 0.323s-0.889-0.184-1.251-0.459c-0.361-0.275-0.632-0.652-0.777-1.082-0.143-0.426-0.157-0.885-0.038-1.319l1.684-6.629c0.004-0.016 0.003-0.033-0.002-0.049s-0.015-0.030-0.027-0.040l-5.653-4.714c-0.317-0.264-0.548-0.617-0.664-1.013s-0.112-0.817 0.011-1.211c0.124-0.394 0.361-0.742 0.683-1s0.713-0.416 1.124-0.452l0.023-0.002 7.38-0.476c0.007-0 0.014-0.003 0.020-0.007s0.010-0.010 0.013-0.017l0.008-0.020 2.746-6.913c0.145-0.386 0.403-0.719 0.741-0.956z\"\/><\/svg>\n <span class=\"js-course-star-val\"><\/span>\n <\/span>\n <span class=\"scaler-course-card__stat\">\n <img decoding=\"async\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/user-check-dark.svg\" alt=\"Enrolled\" loading=\"lazy\">\n <span class=\"js-course-reg\"><\/span>\n <\/span>\n <\/div>\n <\/div>\n <\/a>\n <\/div>\n <\/template>\n\n <div class=\"scaler-courses__inner\">\n <div class=\"scaler-courses__header\">\n <span class=\"scaler-courses__header-icon\">\n <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M26.259 23.289h-20.518c-1.193 0-2.16-0.967-2.16-2.16v0-14.588c0-1.193 0.967-2.16 2.16-2.16v0h20.518c1.193 0 2.16 0.967 2.16 2.16v0 14.588c0 1.193-0.967 2.16-2.16 2.16v0zM5.741 5.501c-0.574 0-1.040 0.466-1.040 1.040v0 14.588c0 0.574 0.466 1.040 1.040 1.040v0h20.518c0.574 0 1.040-0.466 1.040-1.040v0-14.588c0-0.574-0.466-1.040-1.040-1.040v0z\"\/><path d=\"M19.764 27.619h-7.53c-0.309 0-0.56-0.251-0.56-0.56v0c0-0.309 0.251-0.56 0.56-0.56h7.53c0.309 0 0.56 0.251 0.56 0.56v0c0 0.309-0.251 0.56-0.56 0.56v0z\"\/><path d=\"M14.023 9.322c0.116 0 0.223 0.035 0.312 0.096l-0.002-0.001 5.93 3.953c0.151 0.102 0.249 0.272 0.249 0.466s-0.098 0.364-0.247 0.465l-0.002 0.001-5.93 3.953c-0.087 0.059-0.195 0.094-0.31 0.094-0.309 0-0.56-0.25-0.56-0.559v-7.906c0-0.309 0.251-0.56 0.56-0.56v0zM18.943 13.835l-4.36-2.906v5.813z\"\/><\/svg>\n <\/span>\n <h2 class=\"scaler-courses__title\"><span class=\"ez-toc-section\" id=\"free-courses-by-top-scaler-instructors\"><\/span>Free Courses by top Scaler instructors<span class=\"ez-toc-section-end\"><\/span><\/h2>\n <\/div>\n\n <div class=\"scaler-courses__swiper-wrap\">\n <div class=\"swiper scaler-courses-swiper\">\n <div class=\"swiper-wrapper js-courses-wrapper\"><\/div>\n <div class=\"swiper-pagination\"><\/div>\n <\/div>\n\n <button class=\"scaler-courses__nav scaler-courses__nav--prev js-courses-prev\" aria-label=\"Previous\">\n <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(-90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n <\/button>\n <button class=\"scaler-courses__nav scaler-courses__nav--next js-courses-next\" aria-label=\"Next\">\n <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n <\/button>\n <\/div>\n <\/div>\n <\/div>\n\n <script>\n document.addEventListener(\"DOMContentLoaded\", () => {\n const EXTRA_COUNT_ADDED = 1000;\n\n \/\/ Mirrors getInstructorStar(): first token of the headline.\n function getInstructorStar(headline) {\n return (headline || \"\").toString().split(\" \")[0] || \"\";\n }\n\n document.querySelectorAll(\".js-scaler-courses\").forEach(container => {\n if (container.dataset.initialized === \"true\") return;\n container.dataset.initialized = \"true\";\n\n const swiperElement = container.querySelector(\".scaler-courses-swiper\");\n const wrapper = container.querySelector(\".js-courses-wrapper\");\n const template = container.querySelector(\".js-course-card-template\");\n const nextBtn = container.querySelector(\".js-courses-next\");\n const prevBtn = container.querySelector(\".js-courses-prev\");\n\n if (!wrapper || !template) return;\n\n const swiper = new Swiper(swiperElement, {\n slidesPerView: \"auto\",\n spaceBetween: 16,\n grabCursor: true,\n observer: true,\n observeParents: true,\n navigation: { nextEl: nextBtn, prevEl: prevBtn },\n });\n\n const pathParts = location.pathname.split(\"\/\").filter(Boolean);\n const currentSlug = pathParts.length > 0 ? pathParts[pathParts.length - 1] : \"homepage\";\n\n function showSkeletons(count = 4) {\n wrapper.innerHTML = \"\";\n for (let i = 0; i < count; i++) {\n const clone = template.content.cloneNode(true);\n clone.querySelector(\".scaler-course-card\").classList.add(\"scaler-course-card--skeleton\");\n wrapper.appendChild(clone);\n }\n swiper.update();\n }\n\n function renderCourses(courses) {\n wrapper.innerHTML = \"\";\n if (!courses.length) { container.style.display = \"none\"; return; }\n\n courses.forEach(item => {\n const a = item.attributes || {};\n const clone = template.content.cloneNode(true);\n const instructor = (a.instructors_data && a.instructors_data[0]) || {};\n\n clone.querySelector(\".js-course-link\").href =\n `https:\/\/www.scaler.com\/topics\/course\/${a.slug}\/?utm_source=blog&utm_medium=free_courses&utm_content=${currentSlug}`;\n\n const img = clone.querySelector(\".js-course-image\");\n img.src = a.cover_image_thumbnail || a.featured_image || \"\";\n img.alt = a.title || \"\";\n\n clone.querySelector(\".js-course-title\").textContent = a.title || \"\";\n\n const instrEl = clone.querySelector(\".js-course-instructor\");\n if (instructor.name) {\n instrEl.innerHTML = \"A Course by <b><\/b>\";\n instrEl.querySelector(\"b\").textContent = instructor.name;\n } else {\n instrEl.style.display = \"none\";\n }\n\n clone.querySelector(\".js-course-desc\").textContent = a.description || \"\";\n\n \/\/ Star\n const star = getInstructorStar(instructor.star_headline);\n const starWrap = clone.querySelector(\".js-course-star\");\n if (star && star !== \"0\") clone.querySelector(\".js-course-star-val\").textContent = star;\n else starWrap.style.display = \"none\";\n\n \/\/ Enrolled count (+1000 like topics)\n clone.querySelector(\".js-course-reg\").textContent =\n ((a.user_registration_count || 0) + EXTRA_COUNT_ADDED).toLocaleString(\"en-US\");\n\n wrapper.appendChild(clone);\n });\n\n swiper.update();\n swiper.slideTo(0);\n }\n\n async function fetchCourses() {\n try {\n showSkeletons();\n \/\/ Public same-origin endpoint (topics course search). Returns 6 free courses.\n const res = await fetch(\"\/topics\/api\/v1\/search\/courses\", {\n method: \"POST\",\n headers: {\n \"Content-Type\": \"application\/json\",\n \"Accept\": \"application\/json\",\n \"X-Requested-With\": \"XMLHttpRequest\",\n },\n body: JSON.stringify({\n filters: {\n q: \"\",\n page: { limit: 6, current_page: 1 },\n sort: { key: \"user_registration_count\", order: \"desc\" },\n filter_type: null,\n tags: [],\n program: [],\n level: [],\n category_type: [],\n },\n }),\n });\n const json = await res.json();\n const courses = (json && json.data) || [];\n renderCourses(courses);\n } catch (error) {\n console.error(\"Failed to load courses:\", error);\n container.style.display = \"none\";\n }\n }\n\n fetchCourses();\n });\n });\n <\/script>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Don’t Skip MITRE ATT&CK<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MITRE ATT&CK provides the security team with a common language for the behavior of their adversary. Being able to map a detection or finding to an ATT&CK technique is a strong signal for a junior candidate.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tier 4: Cloud Security<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Cloud security follows many of the same principles you have already seen in cybersecurity. Identity, access control, network security, encryption, logging, and configuration all still apply; the difference is that you are applying them to cloud infrastructure.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You should start with the common concepts: shared responsibility, IAM policies and roles, network security groups and VPCs, secrets management, encryption at rest and in transit, logging, CSPM, misconfiguration detection, and container and Kubernetes security. Once you understand these, you can see how each cloud provider handles the same requirements through its own services.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Area<\/strong><\/td><td><strong>AWS<\/strong><\/td><td><strong>Azure<\/strong><\/td><td><strong>GCP<\/strong><\/td><\/tr><tr><td>Identity<\/td><td>IAM<\/td><td>Entra ID \/ RBAC<\/td><td>Cloud IAM<\/td><\/tr><tr><td>Networking<\/td><td>VPC<\/td><td>Virtual Network<\/td><td>VPC<\/td><\/tr><tr><td>Logging<\/td><td>CloudTrail \/ CloudWatch<\/td><td>Azure Monitor<\/td><td>Cloud Logging<\/td><\/tr><tr><td>Security practice<\/td><td>IAM + logging lab<\/td><td>IAM + monitoring lab<\/td><td>IAM + monitoring lab<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Then pick one cloud platform and learn it properly. AWS is widely represented in Indian job listings, while Azure is common in companies that use Microsoft software. Learning one platform in depth will give you a better working knowledge than trying to learn all three at the same time.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can put this into practice with a small security lab. Create a cloud environment with a few deliberate misconfigurations, find them, fix them, and document what you changed. A free-tier account is enough for a basic exercise. Keep the configuration and a short report so you have something specific to discuss when an interviewer asks about your cloud security experience.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The underlying security concepts are the same ones you will already be learning in areas such as identity, networking, configuration, and monitoring. The cloud platform mainly changes how you apply them.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you are new to cloud computing, then you can check out this<a href=\"https:\/\/www.scaler.com\/blog\/cloud-computing-roadmap-step-by-step-guide\/\"> Cloud Computing Roadmap 2026<\/a> before moving on to cloud security.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tier 5: Emerging Skills<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI has added a few new things to the cybersecurity skill set. You now have to think about attacks such as prompt injection, the data going into an AI system, and the applications built around models. At the same time, security teams are using AI for tasks such as analysing data, finding suspicious activity and working through large volumes of information.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You do not need deep AI knowledge for most entry-level security roles. A basic understanding of AI security, AI-assisted attacks and the use of AI in defensive work is a useful starting point.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Skill<\/strong><\/td><td><strong>What it involves<\/strong><\/td><td><strong>How to practise it<\/strong><\/td><\/tr><tr><td>AI security<\/td><td>Prompt injection, data leakage and risks in AI applications<\/td><td>Test a small RAG or agent application and document your findings<\/td><\/tr><tr><td>AI-assisted attacks<\/td><td>AI-generated phishing, reconnaissance and vulnerability discovery<\/td><td>Analyse an AI-generated phishing scenario<\/td><\/tr><tr><td>AI in defensive work<\/td><td>Using AI during security analysis and checking its findings<\/td><td>Compare AI-generated findings with your own analysis<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">You can start with the <a href=\"https:\/\/owasp.org\/www-project-top-10-for-large-language-model-applications\/\" target=\"_blank\" rel=\"noopener\">OWASP LLM Top 10<\/a> to understand the main risks in AI applications, then use security labs to practise finding them.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"soft-skills-recruiters-look-for-in-cybersecurity\"><\/span><strong>Soft Skills Recruiters Look For in Cybersecurity<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A cybersecurity role can put you in situations where you have to explain a finding, question someone’s approach, or make a decision with incomplete information. These situations call for a few skills that do not show up in a list of tools or certifications.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Clear communication:<\/strong> You may have to explain a vulnerability to a security engineer, a developer, and a business stakeholder. The technical details will change depending on who you are speaking to, but the issue, risk and recommended action should remain clear.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Analytical thinking:<\/strong> A security investigation rarely gives you every answer at the beginning. You might have an unusual login, a suspicious connection or an alert with very little context. You need to work out what to check first, what the evidence tells you and what needs more investigation. Lab reports are a good way to practise this.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Staying calm under pressure:<\/strong> An incident can give you several alerts and very little time. Take the information you have, work through it and decide what needs attention first. The same approach works in an interview. If you do not know an answer, \u201cI don’t know yet, but this is how I would investigate it\u201d is a much better response than guessing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Curiosity:<\/strong> Cybersecurity keeps changing, so your learning does not stop with a course or certification. A recent CTF, lab, vulnerability-hunting exercise, or personal project gives you something concrete to talk about when someone asks what you have been working on.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These are the skills that help you explain what you found, work through an unclear situation, and communicate your next step clearly.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Incident Communication Under Pressure<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">At the time of the incident, you usually don\u2019t have all the details at hand. The important thing is to be able to convey what you know, what you believe, and what you plan to do without assuming the facts.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Interviewers often test this by pushing you beyond what you know. \u201cI don’t know yet, but here’s how I’d find out\u201d is a stronger answer than bluffing or making up an explanation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can practise this by writing a three-line incident update:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Impact:<\/strong> What is affected?<\/li>\n\n\n\n<li><strong>Current status:<\/strong> What do we know so far?<\/li>\n\n\n\n<li><strong>Next update:<\/strong> What are we investigating, and when will you report back?<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Being able to give a clear update while the facts are still developing is an extremely crucial skill, and it can build trust early in a junior security role.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Writing Findings for Non-Technical Stakeholders<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A security issue can only be valuable if those in charge of mitigating the issue understand its significance. Pentesting reports, risk assessments, and post-incident analyses will be read by someone who may not necessarily know about SSRFs but is in charge of the purse strings.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Use this simple structure:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Business impact first<\/strong>: what could happen to the organisation?<\/li>\n\n\n\n<li><strong>Technical detail second<\/strong>: what caused the issue?<\/li>\n\n\n\n<li><strong>Reproduction steps third<\/strong>: how can the finding be verified?<\/li>\n\n\n\n<li><strong>Remediation last<\/strong>: what needs to change and roughly how much effort will it take?<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Don’t open with a CVE number and expect the reader to work out why they should care.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There’s also a portfolio opportunity here. A public writeup on a blog, GitHub, or Medium can show both proficiency in technology and skills in communication. Take one observation made in the lab and explain it twice, once to an engineer who must fix it and once to the CFO who has to make sense of it in business terms.<\/p>\n\n\n<style data-wp-block-html=\"css\">\n<style>\n :root {\n --sp-brand: #255aad; \/* brand blue *\/\n --sp-brand-hover: #19468c;\n --sp-card-bg: #ffffff; \/* neutral-scale-0 *\/\n --sp-surface: #f4f6f9; \/* neutral-scale-2 *\/\n --sp-pill-bg: #f8fafc;\n --sp-border: #d6dee5; \/* neutral-scale-4 *\/\n --sp-text-primary: #1a2c47; \/* neutral-scale-12 *\/\n --sp-text-secondary: #61738e; \/* neutral-scale-9 *\/\n }\n\n .scaler-placement * { box-sizing: border-box; }\n\n .scaler-placement {\n font-family: \"Source Sans 3\", \"Source Sans Pro\", \"Roboto\", Arial, sans-serif;\n width: 100%;\n max-width: 100%;\n margin: 24px auto;\n display: flex;\n flex-direction: column;\n }\n\n \/* ---- Placement report (OnlineCallout) ---- *\/\n .scaler-placement__title {\n font-size: 24px;\n font-weight: 600;\n line-height: 1.3;\n color: var(--sp-text-primary);\n margin: 0 0 16px;\n }\n\n .scaler-placement__card {\n display: flex;\n flex-direction: column;\n width: 100%;\n background: var(--sp-card-bg);\n border: 1px solid var(--sp-border);\n border-radius: 20px;\n padding: 16px;\n box-shadow: 0 8px 32px rgba(37, 90, 173, 0.04);\n overflow: hidden;\n gap: 5px;\n }\n\n .scaler-placement__top {\n display: flex;\n flex-direction: row;\n align-items: center;\n width: 100%;\n gap: 18px;\n }\n\n .scaler-placement__stat-block {\n display: flex;\n flex-direction: column;\n justify-content: center;\n align-items: center;\n width: 30%;\n min-width: 200px;\n flex-shrink: 0;\n background: var(--sp-surface);\n border: 1px solid var(--sp-border);\n border-radius: 16px;\n padding: 16px 10px;\n gap: 8px;\n }\n .scaler-placement__stat-number {\n font-size: 48px;\n font-weight: 600;\n line-height: 1;\n color: var(--sp-brand);\n text-align: center;\n }\n .scaler-placement__stat-label {\n font-size: 13px;\n font-weight: 600;\n line-height: 14px;\n color: rgba(37, 90, 173, 0.85);\n text-transform: uppercase;\n letter-spacing: 0.8px;\n }\n\n .scaler-placement__info {\n display: flex;\n flex-direction: column;\n justify-content: center;\n flex: 1;\n gap: 10px;\n }\n .scaler-placement__proof-header {\n display: flex;\n flex-direction: row;\n align-items: center;\n gap: 8px;\n }\n .scaler-placement__proof-header svg { width: 18px; height: 18px; flex-shrink: 0; }\n .scaler-placement__proof-label {\n font-size: 12px;\n font-weight: 600;\n line-height: 16px;\n color: var(--sp-brand);\n text-transform: uppercase;\n letter-spacing: 1px;\n }\n .scaler-placement__body-text {\n font-size: 16px;\n font-weight: 400;\n line-height: 24px;\n color: var(--sp-text-primary);\n margin: 0;\n }\n\n .scaler-placement__bottom {\n display: flex;\n flex-direction: column;\n align-items: flex-start;\n margin-left: calc(30% + 18px);\n width: calc(70% - 18px);\n gap: 12px;\n }\n .scaler-placement__stats-row {\n display: flex;\n flex-direction: row;\n align-items: center;\n gap: 24px;\n }\n .scaler-placement__stat-item {\n display: flex;\n flex-direction: row;\n align-items: center;\n gap: 8px;\n }\n .scaler-placement__stat-item > svg {\n color: var(--sp-brand);\n width: 18px;\n height: 18px;\n flex-shrink: 0;\n }\n .scaler-placement__stat-text {\n display: flex;\n flex-direction: row;\n align-items: center;\n gap: 4px;\n }\n .scaler-placement__stat-value {\n font-size: 16px;\n font-weight: 600;\n line-height: 24px;\n color: var(--sp-text-primary);\n }\n .scaler-placement__stat-desc {\n font-size: 14px;\n font-weight: 400;\n line-height: 20px;\n color: var(--sp-text-secondary);\n }\n\n .scaler-placement__cta,\n .scaler-placement__cta:link,\n .scaler-placement__cta:visited {\n display: inline-flex;\n align-items: center;\n align-self: flex-start;\n font-size: 14px;\n font-weight: 600;\n line-height: 20px;\n color: var(--sp-brand) !important;\n gap: 6px;\n text-decoration: none;\n cursor: pointer;\n margin-top: 2px;\n transition: color 0.25s ease;\n }\n .scaler-placement__cta:hover,\n .scaler-placement__cta:focus { color: var(--sp-brand-hover) !important; }\n .scaler-placement__cta svg {\n width: 14px;\n height: 14px;\n fill: currentColor;\n transition: transform 0.25s ease;\n }\n .scaler-placement__cta:hover svg { transform: translateX(3px); }\n\n \/* ---- Hiring Partners ---- *\/\n .scaler-hiring {\n display: flex;\n align-items: center;\n justify-content: center;\n flex-wrap: wrap;\n gap: 8px 12px;\n margin: 24px 0 8px;\n padding-top: 16px;\n border-top: 1px solid var(--sp-border);\n }\n .scaler-hiring__label {\n font-size: 14px;\n color: var(--sp-text-secondary);\n white-space: nowrap;\n }\n .scaler-hiring__pills {\n display: flex;\n align-items: center;\n flex-wrap: wrap;\n gap: 8px;\n }\n .scaler-hiring__pill {\n display: inline-flex;\n align-items: center;\n gap: 6px;\n padding: 5px 12px 5px 5px;\n background: var(--sp-pill-bg);\n border-radius: 999px;\n }\n .scaler-hiring__badge {\n display: inline-flex;\n align-items: center;\n justify-content: center;\n flex-shrink: 0;\n width: 24px;\n height: 24px;\n border-radius: 50%;\n background: #ffffff;\n }\n .scaler-hiring__logo {\n width: 16px !important;\n height: 16px !important;\n object-fit: contain;\n margin: 0 !important;\n display: block;\n }\n .scaler-hiring__name {\n font-size: 14px;\n font-weight: 600;\n color: var(--sp-text-primary);\n }\n .scaler-hiring__more {\n font-size: 14px;\n color: var(--sp-text-secondary);\n }\n\n @media (max-width: 768px) {\n .scaler-placement__title { font-size: 18px; margin-bottom: 12px; }\n .scaler-placement__card { gap: 16px; border-radius: 16px; }\n .scaler-placement__top { gap: 12px; }\n .scaler-placement__stat-block { width: 35%; min-width: 110px; padding: 12px 8px; gap: 4px; }\n .scaler-placement__stat-number { font-size: 24px; }\n .scaler-placement__stat-label { font-size: 10px; }\n .scaler-placement__body-text { font-size: 14px; line-height: 20px; }\n .scaler-placement__bottom { margin-left: 0; width: 100%; gap: 16px; }\n .scaler-placement__stats-row { flex-wrap: wrap; gap: 10px 16px; }\n .scaler-placement__stat-value { font-size: 14px; line-height: 20px; }\n .scaler-placement__stat-desc { font-size: 12px; line-height: 16px; }\n }\n<\/style>\n\n<meta charset=\"UTF-8\">\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n\n <!-- Source Sans Pro (topics font) -->\n <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Source+Sans+3:wght@400;600;700&display=swap\" rel=\"stylesheet\">\n\n<div class=\"scaler-placement\">\n <h2 class=\"scaler-placement__title\"><span class=\"ez-toc-section\" id=\"scaler-placement-report-and-statistics\"><\/span>Scaler Placement Report and Statistics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n <div class=\"scaler-placement__card\">\n <div class=\"scaler-placement__top\">\n <div class=\"scaler-placement__stat-block\">\n <div class=\"scaler-placement__stat-number\">\u20b923L<\/div>\n <div class=\"scaler-placement__stat-label\">AVG CTC<\/div>\n <\/div>\n <div class=\"scaler-placement__info\">\n <div class=\"scaler-placement__proof-header\">\n <svg viewBox=\"0 0 21 21\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M8.64 0 0 8.683V21h12.257l8.64-8.683V0H8.64zm-.11 17.257H3.725v-4.828H8.53v4.828zm7.901-1.88-4.174 4.194V8.684H1.447l4.076-4.14h10.914l-.006 10.83v.004z\" fill=\"#255aad\"><\/path><\/svg>\n <span class=\"scaler-placement__proof-label\">SCALER PLACEMENT PROOF<\/span>\n <\/div>\n <p class=\"scaler-placement__body-text\">\n Scaler learners achieved 2.5x salary growth with average post-Scaler CTC reaching \u20b923L.\n <\/p>\n <\/div>\n <\/div>\n\n <div class=\"scaler-placement__bottom\">\n <div class=\"scaler-placement__stats-row\">\n <div class=\"scaler-placement__stat-item\">\n <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M11.199 7.957c-3.086 0-5.588 2.502-5.588 5.588s2.502 5.588 5.588 5.588c3.086 0 5.588-2.502 5.588-5.588s-2.502-5.588-5.588-5.588zM3.611 13.545c0-4.191 3.397-7.588 7.588-7.588s7.588 3.397 7.588 7.588c0 4.191-3.397 7.588-7.588 7.588s-7.588-3.397-7.588-7.588z\"><\/path><path d=\"M21.090 6.369h0.003c1.989 0 3.897 0.79 5.303 2.197s2.197 3.314 2.197 5.303-0.79 3.897-2.197 5.303c-1.406 1.407-3.314 2.197-5.303 2.197-0.552 0-1-0.448-1-1s0.448-1 1-1c1.459 0 2.858-0.579 3.889-1.611s1.611-2.43 1.611-3.889c0-1.459-0.58-2.858-1.611-3.889s-2.429-1.611-3.888-1.611c-0.507 0.002-1.013 0.070-1.502 0.203-0.533 0.145-1.082-0.17-1.227-0.703s0.17-1.082 0.703-1.227c0.659-0.179 1.339-0.27 2.021-0.272z\"><\/path><path d=\"M10.906 21.364c-1.605 0-3.186 0.386-4.61 1.126s-2.649 1.811-3.572 3.124c-0.318 0.452-0.941 0.561-1.393 0.243s-0.561-0.941-0.243-1.393c1.107-1.576 2.577-2.862 4.286-3.749s3.606-1.351 5.532-1.351 3.823 0.463 5.532 1.351c1.709 0.888 3.179 2.174 4.286 3.749 0.318 0.452 0.209 1.076-0.243 1.393s-1.076 0.209-1.393-0.243c-0.923-1.313-2.148-2.385-3.572-3.124s-3.005-1.126-4.61-1.126z\"><\/path><path d=\"M25.704 22.493c-1.424-0.74-3.005-1.125-4.61-1.124-0.552 0-1-0.447-1.001-0.999s0.447-1 0.999-1.001c1.926-0.001 3.824 0.462 5.533 1.349s3.179 2.174 4.286 3.751c0.317 0.452 0.208 1.076-0.244 1.393s-1.076 0.208-1.393-0.244c-0.922-1.313-2.147-2.385-3.571-3.125z\"><\/path><\/svg>\n <div class=\"scaler-placement__stat-text\">\n <span class=\"scaler-placement__stat-value\">11,000+<\/span>\n <span class=\"scaler-placement__stat-desc\">placements<\/span>\n <\/div>\n <\/div>\n <div class=\"scaler-placement__stat-item\">\n <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M1.2 27.5c0-0.442 0.358-0.8 0.8-0.8h28c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-28c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M3.727 4.227c0.338-0.338 0.795-0.527 1.273-0.527h12c0.477 0 0.935 0.19 1.273 0.527s0.527 0.795 0.527 1.273v22c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-22c0-0.053-0.021-0.104-0.059-0.141s-0.088-0.059-0.141-0.059h-12c-0.053 0-0.104 0.021-0.141 0.059s-0.059 0.088-0.059 0.141v22c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-22c0-0.477 0.19-0.935 0.527-1.273z\"><\/path><path d=\"M17.2 12.5c0-0.442 0.358-0.8 0.8-0.8h9c0.477 0 0.935 0.19 1.273 0.527s0.527 0.795 0.527 1.273v14c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-14c0-0.053-0.021-0.104-0.059-0.141s-0.088-0.059-0.141-0.059h-9c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M7.2 9.5c0-0.442 0.358-0.8 0.8-0.8h4c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-4c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M9.2 17.5c0-0.442 0.358-0.8 0.8-0.8h4c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-4c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M7.2 22.5c0-0.442 0.358-0.8 0.8-0.8h4c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-4c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M21.2 22.5c0-0.442 0.358-0.8 0.8-0.8h2c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-2c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M21.2 17.5c0-0.442 0.358-0.8 0.8-0.8h2c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-2c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><\/svg>\n <div class=\"scaler-placement__stat-text\">\n <span class=\"scaler-placement__stat-value\">650+<\/span>\n <span class=\"scaler-placement__stat-desc\">companies<\/span>\n <\/div>\n <\/div>\n <div class=\"scaler-placement__stat-item\">\n <svg viewBox=\"0 0 25 24\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M5.60938 18.8906C4.74688 18.0281 5.31875 16.2188 4.87813 15.1594C4.4375 14.1 2.75 13.1719 2.75 12C2.75 10.8281 4.41875 9.9375 4.87813 8.84063C5.3375 7.74375 4.74688 5.97187 5.60938 5.10938C6.47187 4.24688 8.28125 4.81875 9.34063 4.37813C10.4 3.9375 11.3281 2.25 12.5 2.25C13.6719 2.25 14.5625 3.91875 15.6594 4.37813C16.7562 4.8375 18.5281 4.24688 19.3906 5.10938C20.2531 5.97187 19.6812 7.78125 20.1219 8.84063C20.5625 9.9 22.25 10.8281 22.25 12C22.25 13.1719 20.5813 14.0625 20.1219 15.1594C19.6625 16.2562 20.2531 18.0281 19.3906 18.8906C18.5281 19.7531 16.7188 19.1812 15.6594 19.6219C14.6 20.0625 13.6719 21.75 12.5 21.75C11.3281 21.75 10.4375 20.0813 9.34063 19.6219C8.24375 19.1625 6.47187 19.7531 5.60938 18.8906Z\" fill=\"#ffffff\" stroke=\"#255aad\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><path d=\"M16.625 9.75L11.1219 15L8.375 12.375\" stroke=\"#255aad\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n <span class=\"scaler-placement__stat-desc\">Verified data<\/span>\n <\/div>\n <\/div>\n\n <a class=\"scaler-placement__cta\" href=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/195\/869\/original\/Scaler_Career_Report.pdf?1778499863\" target=\"_blank\" rel=\"noopener\">\n See full placement report\n <svg viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"><\/path><\/svg>\n <\/a>\n <\/div>\n <\/div>\n\n <div class=\"scaler-hiring\">\n <span class=\"scaler-hiring__label\">Hiring Partners:<\/span>\n <div class=\"scaler-hiring__pills\">\n <span class=\"scaler-hiring__pill\">\n <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/googleicon_.svg\" alt=\"Google\" loading=\"lazy\"><\/span>\n <span class=\"scaler-hiring__name\">Google<\/span>\n <\/span>\n <span class=\"scaler-hiring__pill\">\n <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/amazonicon_.svg\" alt=\"Amazon\" loading=\"lazy\"><\/span>\n <span class=\"scaler-hiring__name\">Amazon<\/span>\n <\/span>\n <span class=\"scaler-hiring__pill\">\n <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/microsoft.svg\" alt=\"Microsoft\" loading=\"lazy\"><\/span>\n <span class=\"scaler-hiring__name\">Microsoft<\/span>\n <\/span>\n <span class=\"scaler-hiring__pill\">\n <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/flipkarticon_.svg\" alt=\"Flipkart\" loading=\"lazy\"><\/span>\n <span class=\"scaler-hiring__name\">Flipkart<\/span>\n <\/span>\n <span class=\"scaler-hiring__pill\">\n <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/adobeicon_.svg\" alt=\"Adobe\" loading=\"lazy\"><\/span>\n <span class=\"scaler-hiring__name\">Adobe<\/span>\n <\/span>\n <span class=\"scaler-hiring__more\">1200+ more<\/span>\n <\/div>\n <\/div>\n <\/div>\n\n\n<h3 class=\"wp-block-heading\"><strong>Judgement, Ethics and Working with Ambiguity<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The work of security entails access and responsibility; therefore, judgment should be equally important as technical expertise. Be aware of what you are testing, obtain the right permission to test, comprehend what responsible disclosure is, and be able to escalate the issue. You will also be making decisions under uncertainty; that\u2019s part of the job.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Also, remember to never test a system you are not authorised to test. An impressive technical story involving unauthorised access can be an immediate interview red flag. Employers need to know you understand the difference between demonstrating a technique in an authorised lab and targeting someone else's system.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You also need to work well with developers and operations teams. Security recommendations that simply block releases are unlikely to get far. However, be ready to provide reasoning about the risk, to propose alternatives and collaborate with other departments in order to solve the problem. In some cases, you will simply have to say \"no\"; however, effective security specialists can explain their reasons, risks, and alternatives.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ai-era-cybersecurity-skills-the-2026-differentiator\"><\/span><strong>AI-Era Cybersecurity Skills (The 2026 Differentiator)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">When speaking about AI in connection with cybersecurity, one can consider three approaches. The first approach refers to securing AI systems by protecting the models and applications from any attacks, exposure of data, or misuse. The second approach relates to protection from attacks that leverage the benefits of AI to be faster and more convincing, such as phishing or reconnaissance, among others. And the third approach includes the application of AI in security operations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For a person trying to learn cybersecurity skills in 2026, there are differences yet similarities between these two skill sets. There\u2019s no need for you to become an AI scientist; you just need to know what kind of difference AI makes to the attack surface, the defender\u2019s workflow, and areas requiring human decision-making.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Securing AI Applications (The New Attack Surface)<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">You can't secure an AI system properly without understanding how it works. If you're new to LLMs, start by learning how large language models actually work before getting into AI security.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An LLM application can introduce risks that traditional applications don't face. These include prompt injection, insecure output handling, training-data poisoning, model denial-of-service, sensitive information disclosure, excessive agency in AI agents, and supply-chain risks from models or plugins.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">One of the easiest risks to understand is indirect prompt injection. Imagine an AI assistant that retrieves documents to answer a user's question. An attacker could hide a malicious instruction inside one of those documents. When the model retrieves and reads the document, it may follow the hidden instruction as though it were part of its task. The user may never see the malicious content, but the model has already processed it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This isn\u2019t a requirement for security jobs yet, but that\u2019s what it\u2019s worth considering. The fresher who can talk about prompt injection effectively and suggest countermeasures to prevent attacks is more likely to impress an interviewer in 2026.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For hands-on experience, build a small RAG or agent application, deliberately try to break it, document the failure modes, and then add guardrails to reduce the risks. That gives you a much stronger portfolio story than simply claiming \"AI security\" as a skill.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Also read <\/strong><a href=\"https:\/\/www.scaler.com\/blog\/llm-roadmap-2026-how-to-learn-large-language-models-from-scratch\/\"><strong>LLM Roadmap 2026: How to Learn Large Language Models from Scratch<\/strong><\/a><strong>.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Defending Against AI-Assisted Attacks<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Phishing attacks, social engineering, vulnerability detection, and reconnaissance have become fast and efficient due to AI technology. Hackers can use AI to write sophisticated messages in regional languages in India. In addition, deepfake voice and videos will make it hard for victims to detect BEC scams.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The basics remain the same. Patching, MFA, least privilege, and network segmentation continue to counter the underlying weaknesses that have enabled most of the attacks. The application of AI has only enhanced their delivery on a larger scale.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That means security-awareness training needs to evolve too. Phishing simulations can no longer depend on spelling mistakes or poor grammar as warning signs. Employees need to verify identities, requests, links, payment instructions, and unusual behaviour even when a message looks completely legitimate.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Using AI in Defensive Work and What \u201cAI Skills\u201d Means on a Security JD<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI can assist with tasks that require security processes to be expedited, such as log analysis and alert prioritization, rule creation, code review, intelligence synthesis, and documentation. The key here is understanding when not to use it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The true value lies in verification. An analysis by an artificial intelligence system may not be complete or even right; therefore, the analyst must verify the findings. One should consider the artificial intelligence system as an accelerator for the person who knows security, not as a substitute.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When a 2026 security JD asks for \u201cfamiliarity with AI\/ML,\u201d it usually doesn't mean you need to train machine-learning models. It generally means you understand where AI is being used, can identify the security risks it introduces, and can use AI tools without blindly accepting their output.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>For a broader look at AI skills employers are screening for, see <\/strong><a href=\"https:\/\/www.scaler.com\/blog\/artificial-intelligence-skills\/\"><strong>Top 17 Essential Artificial Intelligence (AI) Engineer Skills<\/strong><\/a><strong> <\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"what-to-learn-for-different-cybersecurity-roles\"><\/span><strong>What to Learn for Different Cybersecurity Roles<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Knowing the full cybersecurity skills list is great to begin with, but you don't need every skill for every role. What you can do is identify the fundamentals your target role actually screens for and build those first.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Role<\/strong><\/td><td><strong>Must-have<\/strong><\/td><td><strong>Strong-to-have<\/strong><\/td><td><strong>Defer<\/strong><\/td><td><strong>First cert<\/strong><\/td><td><strong>India entry route<\/strong><\/td><\/tr><tr><td>SOC Analyst<\/td><td>Networking, SIEM, log analysis, incident response, Windows\/AD<\/td><td>Threat detection, MITRE ATT&CK<\/td><td>Exploit development, deep cloud<\/td><td>Security+<\/td><td>Common entry route through GCCs and MSSPs; shifts are common<\/td><\/tr><tr><td>Pen Tester \/ Red Team<\/td><td>Web security, OWASP, Burp, Nmap, Linux, scripting, reporting<\/td><td>Active Directory<\/td><td>GRC, SIEM engineering<\/td><td>eJPT<\/td><td>Competitive; rarely a straightforward fresher role<\/td><\/tr><tr><td>Security Engineer \/ AppSec<\/td><td>Coding, secure code review, CI\/CD, IAM, cloud, threat modelling<\/td><td>Container security<\/td><td>Deep forensics<\/td><td>Security+<\/td><td>Usually follows development or infrastructure experience<\/td><\/tr><tr><td>GRC \/ Compliance<\/td><td>ISO 27001, NIST CSF, risk, policies, audits, DPDP Act, RBI\/SEBI requirements<\/td><td>Controls, audit experience<\/td><td>Exploitation tools<\/td><td>ISO 27001 Foundation<\/td><td>Accessible route for career switchers; strong BFSI opportunity<\/td><\/tr><tr><td>Cloud Security Engineer<\/td><td>One cloud, IAM, CSPM, IaC, containers, logging<\/td><td>Kubernetes security<\/td><td>Physical\/OT security<\/td><td>Cloud security cert<\/td><td>Usually follows cloud, DevOps, infrastructure, or security experience<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>What a Fresher Genuinely Needs on Day One<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">It is not necessary to be an expert at all cybersecurity skills before beginning to apply for the job. The bare minimum requirements include basics in networking that you understand, some proficiency with Linux, one scripting language, one certification, and at least two or three public pieces of proof of practical experience.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The biggest mistake is spending months collecting certificates without building anything you can show. Eighteen months of certifications and zero months of hands-on evidence won't give you much to discuss when an interviewer asks what you've actually done.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Also, the complexity of your projects is not that important; they do not have to be outstanding or complicated. It can be sufficient for you to write about a packet analysis, perform a security lab, submit a report on vulnerabilities, or write a simple Python code if you can explain what you built, what you found, and what you learned.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Once you have made up your mind about which direction to take, get deep into the selected topics. For instance, when your goal is defensive security, then you can follow an <a href=\"https:\/\/www.scaler.com\/blog\/soc-analyst-roadmap-2026-how-to-become-a-soc-analyst\/\">SOC analyst roadmap<\/a>, whereas an <a href=\"https:\/\/www.scaler.com\/blog\/ethical-hacking-roadmap\/\">ethical hacking roadmap<\/a> can help you in the case of penetration testing. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And if you\u2019re planning to switch roles, then you can use this roadmap for a <a href=\"https:\/\/www.scaler.com\/blog\/cyber-security-roadmap-from-non-tech-to-specialist\/\">change into cybersecurity from a non-tech background<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"cybersecurity-certifications\"><\/span><strong>Cybersecurity Certifications<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Certification acts as a screening token, not necessarily as a skill. It will enable your resume to pass through the HR screening process and also provide you with an organized method of learning, but it will not guarantee that you can investigate a security breach or hack into any system. Select certifications based on your target role and not how many you can gather.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Certification<\/strong><\/td><td><strong>What it proves<\/strong><\/td><td><strong>Stage<\/strong><\/td><td><strong>Rough cost*<\/strong><\/td><td><strong>Honest verdict<\/strong><\/td><\/tr><tr><td><a href=\"https:\/\/www.comptia.org\/en\/certifications\/security\/\" target=\"_blank\" rel=\"noopener\">CompTIA Security+<\/a><\/td><td>Broad security fundamentals<\/td><td>Entry-level<\/td><td>\u20b933,500 to \u20b936,000 <\/td><td>Best starting point for most freshers; vendor-neutral and widely recognised<\/td><\/tr><tr><td><a href=\"https:\/\/www.comptia.org\/en\/certifications\/cybersecurity-analyst\/\" target=\"_blank\" rel=\"noopener\">CompTIA CySA+<\/a><\/td><td>Defensive and analyst skills<\/td><td>Early career<\/td><td>\u20b928,900 to \u20b936,000 <\/td><td>Worth considering for a SOC\/blue-team path<\/td><\/tr><tr><td><a href=\"https:\/\/www.eccouncil.org\/train-certify\/certified-ethical-hacker-ceh\/\" target=\"_blank\" rel=\"noopener\">CEH<\/a><\/td><td>Familiarity with offensive concepts and tools<\/td><td>Early career<\/td><td>\u20b91,05,000 to \u20b91,85,000 <\/td><td>Useful where Indian employers specifically ask for it; don't mistake it for proof of hands-on skill<\/td><\/tr><tr><td><a href=\"https:\/\/www.offsec.com\/courses\/pen-200\/\" target=\"_blank\" rel=\"noopener\">OSCP \/ PEN-200<\/a><\/td><td>Practical offensive-security ability<\/td><td>Mid-level<\/td><td>\u20b91,00,000 to \u20b91,50,000 <\/td><td>One of the strongest offensive-security signals here; not a first cert<\/td><\/tr><tr><td><a href=\"https:\/\/www.isc2.org\/certifications\/cissp\" target=\"_blank\" rel=\"noopener\">CISSP<\/a><\/td><td>Broad security knowledge and management concepts<\/td><td>Senior<\/td><td>\u20b950,000 to \u20b92,00,000 <\/td><td>Not for freshers; experience requirements apply<\/td><\/tr><tr><td><a href=\"https:\/\/www.isaca.org\/credentialing\/cism\" target=\"_blank\" rel=\"noopener\">CISM<\/a><\/td><td>Security governance and management<\/td><td>Senior<\/td><td>\u20b970,000 to \u20b91,30,000 <\/td><td>Useful for experienced security professionals, not an entry-level target<\/td><\/tr><tr><td><a href=\"https:\/\/aws.amazon.com\/certification\/certified-security-specialty\/\" target=\"_blank\" rel=\"noopener\">AWS Security - Specialty<\/a><\/td><td>AWS security expertise<\/td><td>Experienced<\/td><td>\u20b930,000 and \u20b931,500 <\/td><td>Strong specialist option after gaining AWS experience<\/td><\/tr><tr><td><a href=\"https:\/\/learn.microsoft.com\/en-us\/credentials\/certifications\/azure-security-engineer\/\" target=\"_blank\" rel=\"noopener\">Microsoft AZ-500<\/a><\/td><td>Azure security knowledge<\/td><td>Cloud\/security<\/td><td>\u20b94,800 <\/td><td>Useful if Azure is your target environment<\/td><\/tr><tr><td><a href=\"https:\/\/cloud.google.com\/learn\/certification\/cloud-security-engineer\" target=\"_blank\" rel=\"noopener\">Google Cloud Security Engineer<\/a><\/td><td>Google Cloud security expertise<\/td><td>Experienced<\/td><td>\u20b916,500 to \u20b918,500 <\/td><td>Valuable once you already have solid cloud fundamentals<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">*Prices vary by country, tax, exam delivery, and package. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Choose your certification based on the role you want next. If you are starting, an entry-level certification can help you learn the basics and meet the requirements for some junior roles. Once you have some experience, look at the jobs you want and see whether they repeatedly ask for a particular certification. If they do, that credential can be worth adding.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You also do not have to collect certifications just because they appear in a job description. Pick one when you can see what it adds to the role you are targeting. If the jobs you want do not ask for it, put that time into a skill they do ask for instead.<\/p>\n\n\n<meta charset=\"UTF-8\">\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n\n <!-- Source Sans Pro (topics font) -->\n <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Source+Sans+3:wght@400;600;700&display=swap\" rel=\"stylesheet\">\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 --ss-primary: #005bb3; \/* primary-color-80 *\/\n --ss-card-bg: #ffffff;\n --ss-border: #e6e6e6;\n --ss-quote-bg: #f6f6f6;\n --ss-text-dark: #1c1c1c;\n --ss-text-mid: #6b6b6b;\n --ss-text-muted: #9a9a9a;\n --ss-radius: 12px;\n --ss-radius-sm: 8px;\n --ss-shadow: 0 8px 16px 0 rgba(50, 71, 102, 0.16);\n }\n\n .scaler-ss * { box-sizing: border-box; }\n\n .scaler-ss {\n font-family: \"Source Sans 3\", 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}\n .scaler-ss__nav--next { right: 8px !important; }\n .scaler-ss__nav svg {\n width: 20px !important;\n height: 20px !important;\n fill: #61738e !important;\n }\n .scaler-ss__nav.swiper-button-disabled {\n opacity: 0;\n visibility: hidden;\n pointer-events: none;\n }\n\n .scaler-ss .swiper-button-prev,\n .scaler-ss .swiper-button-next,\n .scaler-ss .swiper-pagination { display: none; }\n\n \/* Skeleton *\/\n .scaler-ss-card--skeleton { pointer-events: none; }\n .scaler-ss-card--skeleton .scaler-ss-card__hike,\n .scaler-ss-card--skeleton .scaler-ss-card__avatar,\n .scaler-ss-card--skeleton .scaler-ss-card__person-text,\n .scaler-ss-card--skeleton .scaler-ss-card__transition,\n .scaler-ss-card--skeleton .scaler-ss-card__quote,\n .scaler-ss-card--skeleton .scaler-ss-card__cta {\n background: linear-gradient(90deg, var(--ss-border) 25%, var(--ss-quote-bg) 50%, var(--ss-border) 75%);\n background-size: 200% 100%;\n animation: ss-shimmer 1.5s infinite;\n color: transparent !important;\n border-color: transparent !important;\n border-radius: 4px;\n }\n .scaler-ss-card--skeleton .scaler-ss-card__person-text { flex: 1; height: 32px; }\n .scaler-ss-card--skeleton .scaler-ss-card__transition { height: 56px; }\n .scaler-ss-card--skeleton .scaler-ss-card__quote { height: 48px; }\n .scaler-ss-card--skeleton .scaler-ss-card__cta { height: 38px; }\n\n @keyframes ss-shimmer {\n 0% { background-position: 200% 0; }\n 100% { background-position: -200% 0; }\n }\n\n @media (max-width: 768px) {\n .scaler-ss { padding: 16px; }\n .scaler-ss__heading { font-size: 22px; line-height: 30px; }\n .scaler-ss-swiper .swiper-slide { width: 270px; }\n .scaler-ss__nav { display: none !important; }\n }\n <\/style>\n\n\n\n <div class=\"scaler-ss js-scaler-ss\">\n\n <template class=\"js-ss-card-template\">\n <div class=\"swiper-slide\">\n <article class=\"scaler-ss-card\">\n <div class=\"scaler-ss-card__hike js-ss-hike\"><\/div>\n <div class=\"scaler-ss-card__body\">\n <div class=\"scaler-ss-card__person\">\n <img decoding=\"async\" class=\"scaler-ss-card__avatar js-ss-avatar\" src=\"\" alt=\"\" loading=\"lazy\">\n <div class=\"scaler-ss-card__person-text\">\n <div class=\"scaler-ss-card__name js-ss-name\"><\/div>\n <div class=\"scaler-ss-card__city js-ss-city\"><\/div>\n <\/div>\n <\/div>\n\n <div class=\"scaler-ss-card__transition\">\n <div class=\"scaler-ss-card__col\">\n <div class=\"scaler-ss-card__col-label\">BEFORE:<\/div>\n <div class=\"scaler-ss-card__col-role js-ss-before-role\"><\/div>\n <div class=\"scaler-ss-card__col-company js-ss-before-company\"><\/div>\n <\/div>\n <svg class=\"scaler-ss-card__arrow\" viewBox=\"0 0 32 8\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M31.3882 4.35355C31.5835 4.15829 31.5835 3.84171 31.3882 3.64645L28.2062 0.464466C28.011 0.269204 27.6944 0.269204 27.4991 0.464466C27.3039 0.659728 27.3039 0.976311 27.4991 1.17157L30.3276 4L27.4991 6.82843C27.3039 7.02369 27.3039 7.34027 27.4991 7.53553C27.6944 7.7308 28.011 7.7308 28.2062 7.53553L31.3882 4.35355ZM0.034668 4.5H31.0347V3.5H0.034668V4.5Z\"><\/path><\/svg>\n <div class=\"scaler-ss-card__col\">\n <div class=\"scaler-ss-card__col-label\">NOW:<\/div>\n <div class=\"scaler-ss-card__col-role js-ss-now-role\"><\/div>\n <div class=\"js-ss-now-company\"><\/div>\n <\/div>\n <\/div>\n\n <div class=\"scaler-ss-card__quote js-ss-quote\"><\/div>\n\n <a class=\"scaler-ss-card__cta js-ss-cta\" href=\"#\" target=\"_blank\" rel=\"noopener\">View Profile<\/a>\n <\/div>\n <\/article>\n <\/div>\n <\/template>\n\n <div class=\"scaler-ss__inner\">\n <h2 class=\"scaler-ss__heading\"><span class=\"ez-toc-section\" id=\"scaler-alumni-and-their-success-stories\"><\/span>Scaler Alumni and Their Success Stories<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n <div class=\"scaler-ss__swiper-wrap\">\n <div class=\"swiper scaler-ss-swiper\">\n <div class=\"swiper-wrapper js-ss-wrapper\"><\/div>\n <\/div>\n\n <button class=\"scaler-ss__nav scaler-ss__nav--prev 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a.pre_academy_company || \"\";\n const beforeCompany = clone.querySelector(\".js-ss-before-company\");\n if (a.pre_academy_company) beforeCompany.textContent = a.pre_academy_company;\n else beforeCompany.style.display = \"none\";\n\n \/\/ NOW\n clone.querySelector(\".js-ss-now-role\").textContent = a.role || \"\";\n const nowCompanyBox = clone.querySelector(\".js-ss-now-company\");\n const companyLogo = buildAssetUrl(a.company_logo_url);\n if (companyLogo) {\n const logo = document.createElement(\"img\");\n logo.className = \"scaler-ss-card__company-logo\";\n logo.src = companyLogo;\n logo.alt = a.post_academy_company || \"company\";\n logo.loading = \"lazy\";\n logo.onerror = function () {\n this.onerror = null;\n this.replaceWith(Object.assign(document.createElement(\"div\"), {\n className: \"scaler-ss-card__col-company\",\n textContent: a.post_academy_company || \"\",\n }));\n };\n nowCompanyBox.appendChild(logo);\n } else if (a.post_academy_company) {\n nowCompanyBox.className = \"scaler-ss-card__col-company\";\n nowCompanyBox.textContent = a.post_academy_company;\n }\n\n \/\/ Quote (clip to 110 chars like topics)\n const quoteEl = clone.querySelector(\".js-ss-quote\");\n quoteEl.textContent = `\u201c${String(a.content).slice(0, 110)}\u2026\u201d`;\n\n \/\/ View Profile\n clone.querySelector(\".js-ss-cta\").href = profileUrl;\n\n wrapper.appendChild(clone);\n });\n\n swiper.update();\n swiper.slideTo(0);\n }\n\n async function fetchStories() {\n try {\n showSkeletons();\n \/\/ Same-origin POST on www.scaler.com (the blog canonical host).\n \/\/ The endpoint only returns JSON when the Referer is a \/topics\/ page\n \/\/ (a soft anti-hotlinking gate); a \/blog\/ referer gets a Turbolinks\n \/\/ redirect. Since blog + topics are the same origin, we set the\n \/\/ fetch referrer to a topics URL so the server serves the data.\n const res = await fetch(\"\/success-stories\/testimonials\", {\n method: \"POST\",\n credentials: \"include\",\n referrer: \"https:\/\/www.scaler.com\/topics\/\",\n referrerPolicy: \"unsafe-url\",\n headers: {\n \"Content-Type\": \"application\/json\",\n \"Accept\": \"application\/json\",\n \"X-Requested-With\": \"XMLHttpRequest\",\n },\n \/\/ q:{} => all programs (no program filter)\n body: JSON.stringify({\n page_number: 1,\n per_page: 12,\n sort_by: \"eligible_for_qna\",\n new_quick_filters: true,\n quick_filter: [],\n q: {},\n }),\n });\n const json = await res.json();\n const all = (json && json.data && json.data.data) || [];\n \/\/ Only show stories that carry a testimonial quote (matches topics).\n const withQuote = all.filter(s => s.attributes && s.attributes.content);\n renderStories(withQuote);\n } catch (error) {\n console.error(\"Failed to load success stories:\", error);\n container.style.display = \"none\";\n }\n }\n\n fetchStories();\n });\n });\n <\/script>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"how-to-evidence-your-skills-when-you-have-no-security-job\"><\/span><strong>How to Evidence Your Skills When You Have No Security Job<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">If you don't have security experience yet, evidence becomes your experience. Every skill you claim on your resume should have something behind it that a recruiter or hiring manager can actually look at. Instead of simply writing \u201cSIEM\u201d or \u201cnetwork security,\u201d show the lab, project, report, or analysis where you used it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When choosing cybersecurity skills for a resume, list the tools and techniques you can actually demonstrate through a project, lab, CTF, or investigation. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Recruiters don't have time to verify every claim. They pattern-match on evidence: What did you build? What did you investigate? What did you find? Can you explain it?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A simple way to build your portfolio is to match each skill to a visible artefact:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Skill<\/strong><\/td><td><strong>Evidence you can create<\/strong><\/td><\/tr><tr><td>Networking<\/td><td>Packet analysis, network diagram, firewall configuration<\/td><\/tr><tr><td>Linux<\/td><td>Hardening lab or privilege-escalation write-up<\/td><\/tr><tr><td>Python<\/td><td>Log parser, automation script, or small security tool<\/td><\/tr><tr><td>Vulnerability assessment<\/td><td>Scan results with a prioritised remediation report<\/td><\/tr><tr><td>SIEM<\/td><td>Detection rule, investigation, and screenshots from a home lab<\/td><\/tr><tr><td>Incident response<\/td><td>Incident timeline and post-incident report<\/td><\/tr><tr><td>Web security<\/td><td>Burp Suite lab with vulnerability findings<\/td><\/tr><tr><td>Cloud security<\/td><td>Before-and-after hardening of a cloud environment<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">You don't need fifteen separate projects. Two or three projects will be able to showcase multiple skills simultaneously. For instance, one security lab can showcase skills in networking, Linux, vulnerability analysis, and incident response if the documentation process is done effectively.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The strongest evidence isn't just a screenshot of a tool. Show the problem, what you did, what you found, and what you changed. That's what gives an interviewer something concrete to ask about and gives you a real story to tell.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>The Five Artefacts That Actually Work<\/strong><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>A home lab:<\/strong> Build a small virtualised environment with a network diagram and document what you configure and investigate. You could include a Windows Server domain controller with two clients, a Linux machine, pfSense or OPNsense, Wazuh or Splunk Free, and deliberately vulnerable targets. The write-up matters more than the lab itself.<\/li>\n\n\n\n<li><strong>CTF and platform profiles:<\/strong> Practice on TryHackMe, Hack The Box, PortSwigger Web Security Academy, or CyberDefenders. A public profile showing sustained activity gives recruiters something they can actually verify.<\/li>\n\n\n\n<li><strong>Written findings:<\/strong> Publish two or three strong lab or CTF write-ups on a blog or GitHub. Explain the business impact, technical finding, evidence, and remediation rather than simply posting a solution.<\/li>\n\n\n\n<li><strong>A small tool or script:<\/strong> Build something finished, a log parser, subdomain enumerator, or alert-triage helper. A small project you can explain is more valuable than an ambitious repository you abandoned halfway through.<\/li>\n\n\n\n<li><strong>Responsible disclosure or bug-bounty participation:<\/strong> Even one valid low-severity report through a legitimate public programme can demonstrate practical security skills. Always stay within the program's authorised scope and handle disclosure properly.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Mapping Evidence onto Your CV<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">When you add a tool or skill to your CV, give the recruiter some idea of where you used it. Instead of listing Wireshark on its own, you could write \u201cAnalysed packet captures to investigate DNS tunnelling in a security lab.\u201d Now the interviewer has something specific to ask you about.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Use the <strong>Skills<\/strong> section for the tools and skills that match the role, such as Wireshark, SIEM, Linux, Python and incident response. Then use your <strong>Projects, Labs or Experience<\/strong> sections to describe where you used them. Link to a GitHub repository, lab report, CTF profile or write-up when you have one.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you are moving from learning into applications, see<a href=\"https:\/\/www.scaler.com\/blog\/how-to-get-a-job-in-it\/\"> <strong>how to get your first job in IT<\/strong><\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"the-india-specific-skills-nobody-puts-on-these-lists\"><\/span><strong>The India-Specific Skills Nobody Puts on These Lists<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A general cybersecurity skills list does not cover everything you may come across in an Indian workplace. Regulations and industry-specific requirements can also become part of the work, particularly in security, GRC and compliance roles.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DPDP Act 2023:<\/strong> Understand the basics of Data Fiduciary obligations, consent, purpose limitation, security safeguards and responsibilities around personal data breaches.<\/li>\n\n\n\n<li><strong>CERT-In directions:<\/strong> Know the requirements around reporting specified cyber incidents, maintaining ICT logs and record-keeping. The 2022 directions included a six-hour reporting requirement, so verify the current CERT-In requirements before using that figure in your preparation.<\/li>\n\n\n\n<li><strong>Sector-specific frameworks:<\/strong> Your industry will determine which regulations you encounter. BFSI roles can involve RBI, SEBI, and IRDAI requirements, so learn the framework that applies to the sector you want to work in.<\/li>\n\n\n\n<li><strong>ISO\/IEC 27001 and NIST CSF 2.0:<\/strong> These security frameworks are used in enterprise environments and GCCs. Knowing what they cover can be useful for security, risk and GRC roles. NIST CSF 2.0 provides a framework for managing cybersecurity risk rather than an India-specific regulatory requirement.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">If you are switching from compliance, audit, legal or finance, you may already have experience with policies, controls, audits or regulatory requirements. Add cybersecurity knowledge to that experience, and you can also consider roles in GRC and risk.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"what-not-to-overload-your-skills-section-with\"><\/span><strong>What Not to Overload Your Skills Section With<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Some cybersecurity skills look impressive on a resume but don't necessarily improve your chances of getting a first job. You have now heard this throughout this article, but now let's explain this in detail. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Collecting certificates without building anything is one of the biggest traps. A certificate can help with screening, but without a lab, project, or write-up, there's little evidence behind it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The same applies to memorising tool flags instead of understanding attack paths. Knowing all the Nmap options won\u2019t do you any good if you don\u2019t understand why you should run that particular scan. Likewise, malware reverse engineering and exploit writing are good skills to have, but these are not the skills an Indian fresher should learn first.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Avoid learning five cloud platforms superficially. Pick one and build real competence. And remember that \u201cI completed a 40-hour course\u201d describes time spent learning, not a skill you've demonstrated.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Finally, Kali Linux isn't a skill. It's a distribution containing security tools; what matters is knowing how and why to use those tools.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The less glamorous skills can actually make you more employable: clear documentation, Excel and reporting skills for GRC, disciplined ticket handling, and asking precise questions. Security teams need people who can investigate, document, communicate, and collaborate, not just people who can name the most tools.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>FAQs<\/strong><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. What skills are required for cybersecurity?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Start with the infrastructure: networking, operating systems, Linux, and basic scripting. From there, build into vulnerability assessment, IAM, incident response and security tooling.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. Do you need coding skills for cyber security?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Basic scripting is enough for many cybersecurity roles. Python, Bash and PowerShell are commonly used for security tasks, depending on the environment. You might use them to parse logs, automate repetitive tasks, call APIs or run simple scans. Application Security and exploit development are more code-heavy. These roles can involve reading application code, understanding vulnerabilities and writing code for testing. SOC, incident response and GRC roles generally involve much less programming.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. What skills does a cyber security analyst need?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Networking, Windows\/Active Directory, log analysis, SIEM and incident response are the core skills for a cybersecurity analyst. Most of the work involves investigating alerts, looking through logs and working out what happened. You also need to communicate your findings clearly. An incident update should cover what happened, what you found and what needs to happen next without turning into a three-page technical essay.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. What are entry-level cyber security skills?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Know your networking, be familiar with Linux, learn one scripting language and get one sensible entry-level certification. Then prove you've used them. A small home lab, CTF profile or well-written security report is far more useful than another line saying \u201cfamiliar with cybersecurity.\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. Which certification should a beginner start with?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.comptia.org\/en\/certifications\/security\/\" target=\"_blank\" rel=\"noopener\">CompTIA Security+<\/a> covers the fundamentals you need for entry-level cybersecurity roles. If you are looking at junior security jobs, check whether Security+ appears in their requirements and whether the topics covered match the work you want to do.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.eccouncil.org\/train-certify\/certified-ethical-hacker-ceh\/\" target=\"_blank\" rel=\"noopener\">CEH<\/a> focuses more on ethical hacking and penetration testing. If those are the roles you are applying for, look at how often employers ask for CEH before deciding whether to take it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.isc2.org\/certifications\/cissp\" target=\"_blank\" rel=\"noopener\">CISSP<\/a> belongs to a later stage. It requires professional experience, so it is aimed at people who have already worked in cybersecurity rather than someone trying to enter the field.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>6. How long does it take to become job-ready in cyber security?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Give yourself roughly six to twelve months if you already have an IT foundation, and longer if you're starting from zero. Don't measure progress by hours of video watched. Measure it by what you can build, investigate, and explain without following a tutorial step by step.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>7. Are AI skills required for cyber security jobs in 2026?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Not as a baseline requirement for most entry-level jobs. They are becoming a useful differentiator, though. Understand prompt injection, AI-assisted attacks and the risks of blindly trusting AI-generated analysis, and you'll already be ahead of candidates who treat \u201cAI\u201d as another buzzword on their CV.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>8. Can I get into cyber security without a technical background?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Yes, but choose the entry point carefully. GRC and compliance are often the most realistic because audit, risk, policy and regulatory experience transfers well. If you want a hands-on technical role, you'll need to build the networking, operating-system and scripting fundamentals first.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A security job description can easily list eighteen requirements. But when the screening starts, the list usually gets much shorter. Hiring managers want to know whether you have the cybersecurity skills to understand systems, investigate problems, and respond when something goes wrong, not whether you can tick every box on a job description. This guide […]<\/p>\n","protected":false},"author":244,"featured_media":14307,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[38,311],"tags":[575],"class_list":["post-14306","post","type-post","status-publish","format-standard","has-post-thumbnail","category-devops","category-cybersecurity","tag-cybersecurity-skills"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/14306","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\/244"}],"replies":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/comments?post=14306"}],"version-history":[{"count":1,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/14306\/revisions"}],"predecessor-version":[{"id":14308,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/14306\/revisions\/14308"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/media\/14307"}],"wp:attachment":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/media?parent=14306"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/categories?post=14306"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/tags?post=14306"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}