Scaler
(https://www.scaler.com) 📸 Data Snapshot: May 17, 2026
Identity & Authority — The Lens
Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.
Identity & Authority
Expert verifiability & Schema depth.
14
Impact Weight: 15 / 100
93% Reputation
Authority is a strong point for Scaler. The site names specific instructors (Anshuman Singh, Shivank Agarwal) and provides their previous employment history at Microsoft, Google, and Facebook. The schema_json includes sameAs links to LinkedIn and YouTube, creating a verifiable digital footprint. A small gap exists in the absence of granular Person schema for the secondary instructor tier.
The boldest claim—that the curriculum ‘evolves as the market does’—is supported by the inclusion of 2025-2026 tech trends, but the performance proof is invalidated by the broken ‘0%’ metrics currently visible in the career transition assessment blocks. The marketing tone promises ‘AI-era career moves’ but the site fails to demonstrate these with a working placement report in the provided data.
Identity & Authority is read from the structured data first: whether the site declares who it is in machine-readable schema, with verifiable identity links. Below is the schema captured per page, then the external proof links that support (or fail to support) that identity.
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps
Homepage schema
[
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Scaler",
"url": "https://www.scaler.com",
"logo": "https://www.scaler.com/favicon.svg",
"sameAs": [
"https://www.youtube.com/@SCALER",
"https://www.linkedin.com/school/scalerofficial/",
"https://www.facebook.com/scalerofficial",
"https://www.instagram.com/scaler_official/",
"https://x.com/scaler_official",
"https://www.quora.com/What-is-your-review-of-Scaler-Academy"
]
},
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Scaler",
"url": "https://www.scaler.com"
}
]
/data-science-course/
[
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Scaler",
"url": "https://www.scaler.com",
"logo": "https://www.scaler.com/favicon.svg",
"sameAs": {
"0": "https://www.youtube.com/@SCALER",
"1": "https://www.linkedin.com/school/scalerofficial/",
"2": "https://www.facebook.com/scalerofficial",
"3": "https://www.instagram.com/scaler_official/",
"4": "https://x.com/scaler_official",
"_items_truncated": true
},
"_truncated": true,
"_original_size": 24703
},
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Scaler",
"url": "https://www.scaler.com",
"_truncated": true,
"_original_size": 24703
},
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": {
"0": {
"@type": "Question",
"name": "Who should take this Data Science course?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#121212\">This Data Science course is designed for everyone, even if you have no coding experience. We offer a Beginner module that covers the basics of coding to get you started. Whether you're a fresh graduate, working professional, or someone looking to switch careers, our program accommodates diverse backgrounds with flexible learning options.</span></p>"
}
},
"1": {
"@type": "Question",
"name": "Why is Scaler's Data Science program considered one of the best data science courses?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#121212\">Scaler's Data Science and Machine Learning program is considered one of the best data science courses because:</span><br /></p><ul><li><p><span style=\"color:#121212\">Covers all essential data science topics, ensuring a holistic learning experience</span></p></li><li><p><span style=\"color:#121212\">Emphasis on hands-on projects equips students with real-world skills, setting them up for success in the field</span></p></li><li><p><span style=\"color:#121212\">Industry e"
}
},
"2": {
"@type": "Question",
"name": "What is the total duration of this Data Science course?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#121212\">While designing the Scaler Data Science course, we did not put any limit on the duration. We included each and every concept that is important for making you a strong Data Scientist. The course turned out to be 15 months long with more hands-on experience and comprehensive coverage of all essential topics.</span></p>"
}
},
"3": {
"@type": "Question",
"name": "When are the live classes held?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#121212\">Live classes are held 3 times a week, on alternate days, primarily in the late evening or night on weekdays to accommodate working software engineers. Weekend timings are flexible to ensure maximum accessibility for working professionals.</span></p>"
}
},
"4": {
"@type": "Question",
"name": "How will we cover all this in just 15 months?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p>The course is quite rigorous and well-structured. Each week you will have 3 live lectures of 2.5 hours each, homework assignments, business case projects, and discussion sessions. This intensive approach allows us to cover the entire depth and breadth of Data Science, as much as is required for you to succeed in the role.</p>"
}
},
"_items_truncated": true
},
"_truncated": true,
"_original_size": 24703
}
]
/devops-course/
[
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Scaler",
"url": "https://www.scaler.com",
"logo": "https://www.scaler.com/favicon.svg",
"sameAs": {
"0": "https://www.youtube.com/@SCALER",
"1": "https://www.linkedin.com/school/scalerofficial/",
"2": "https://www.facebook.com/scalerofficial",
"3": "https://www.instagram.com/scaler_official/",
"4": "https://x.com/scaler_official",
"_items_truncated": true
},
"_truncated": true,
"_original_size": 33615
},
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Scaler",
"url": "https://www.scaler.com",
"_truncated": true,
"_original_size": 33615
},
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": {
"0": {
"@type": "Question",
"name": "Who can do a DevOps course, and how can you benefit?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#5A6273\">DevOps courses welcome people from all backgrounds and career stages. A basic understanding of concepts is enough to do a DevOps course.</span><br /><br /><strong><span style=\"color:#5A6273\">Who can learn DevOps:</span></strong></p><ul><li><p><span style=\"color:#5A6273\">Software developers who want to expand beyond just coding</span></p></li><li><p><span style=\"color:#5A6273\">IT professionals like system admins who want to move into modern automation</span></p></li"
}
},
"1": {
"@type": "Question",
"name": "What makes Scaler the best course for DevOps, Cloud Computing & Cybersecurity?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#5A6273\">Scaler stands out because of its complete approach to teaching DevOps. While other courses just cover basics, Scaler gives you everything needed for real jobs. The curriculum covers the complete DevOps toolchain - Git, Jenkins, Docker, Kubernetes, AWS, Ansible, and Terraform. These are actual tools used by companies like Google and Netflix. The program focuses on practical learning through live projects and labs. Plus, Scaler integrates cloud computing and cybersec"
}
},
"2": {
"@type": "Question",
"name": "What tools and technologies are covered in the DevOps course?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#5A6273\">Scaler's DevOps program covers all essential tools modern companies use for software development and operations.</span><br /><br /><strong><span style=\"color:#5A6273\">Core tools you'll master:</span></strong></p><ul><li><p><strong><span style=\"color:#5A6273\">Version Control:</span></strong><span style=\"color:#5A6273\"> Git, GitHub, GitLab for managing code changes and team collaboration</span></p></li><li><p><strong><span style=\"color:#5A6273\">CI/CD Pipelines:</span"
}
},
"3": {
"@type": "Question",
"name": "Is this course beginner-friendly for non-tech professionals?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#5A6273\">Scaler's DevOps course is specifically designed for individuals switching careers into tech and may not have a coding background. It is always beneficial to have an understanding of basic concepts as it helps students to grasp the concepts more easily. The structured approach works regardless of your background.</span><br /><br /><strong><span style=\"color:#5A6273\">How beginners succeed:</span></strong><span style=\"color:#5A6273\"> The course starts with basic compu"
}
},
"4": {
"@type": "Question",
"name": "Do I need an IT background to enroll in the DevOps course?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#5A6273\">No, you don't need an IT background to start Scaler's DevOps course. The program welcomes learners from all educational and professional backgrounds.</span><br /><br /><strong><span style=\"color:#5A6273\">Success without IT background:</span></strong><span style=\"color:#5A6273\"> Many successful DevOps engineers started in finance, healthcare, manufacturing, or education. Your success depends more on commitment to learning than your starting point. Non-tech professio"
}
},
"_items_truncated": true
},
"_truncated": true,
"_original_size": 33615
},
{
"@context": "https://schema.org",
"@type": "Course",
"name": "DevOps Course with Certification Online - Scaler",
"description": "DevOps course will help you master top tools with hands-on training and certification, paving the way for success in the dynamic IT landscape",
"provider": {
"@type": "Organization",
"name": "Scaler",
"sameAs": "https://www.scaler.com"
},
"inLanguage": "",
"hasCourseInstance": {
"@type": "CourseInstance",
"courseMode": "https://schema.org/OnlineEventAttendanceMode",
"courseWorkload": "P12M"
},
"_truncated": true,
"_original_size": 33615
}
]
/academy/
[
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Scaler",
"url": "https://www.scaler.com",
"logo": "https://www.scaler.com/favicon.svg",
"sameAs": {
"0": "https://www.youtube.com/@SCALER",
"1": "https://www.linkedin.com/school/scalerofficial/",
"2": "https://www.facebook.com/scalerofficial",
"3": "https://www.instagram.com/scaler_official/",
"4": "https://x.com/scaler_official",
"_items_truncated": true
},
"_truncated": true,
"_original_size": 11215
},
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Scaler",
"url": "https://www.scaler.com",
"_truncated": true,
"_original_size": 11215
},
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": {
"0": {
"@type": "Question",
"name": "What is Modern Software and AI Engineering at Scaler Academy?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#000000\">Modern Software and AI Engineering is Scaler Academy's flagship upskilling programme a comprehensive, end-to-end curriculum that prepares experienced software engineers to thrive in the AI-first era. It combines the proven foundations of software engineering (DSA, System Design, real-world projects) with a new Agentic AI elective, so you graduate as an engineer who can both build robust systems and deploy intelligent AI agents. It's offered under the Scaler Academy"
}
},
"1": {
"@type": "Question",
"name": "Why did Scaler rename the programme to Modern Software and AI Engineering?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#000000\">The industry has fundamentally shifted. Writing clean code and knowing DSA is no longer enough to stand out at top-tier product companies; engineers are now expected to understand, build with, and evaluate AI systems. The new programme name reflects that reality. 'Modern Software and AI Engineering' signals that this is a curriculum for where the job market is going, not where it was five years ago. The core rigour stays; the scope expands.</span></p>"
}
},
"2": {
"@type": "Question",
"name": "Is this still part of Scaler Academy? Will my certificate say Scaler?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#000000\">Yes, Modern Software and AI Engineering is fully under the Scaler Academy umbrella. Your credential, mentor network, alumni community, and career support all remain part of Scaler Academy. Think of it as the programme name evolving to match the curriculum, not a different company or product.</span></p>"
}
},
"3": {
"@type": "Question",
"name": "What does the full curriculum cover?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#000000\">The programme runs across five structured stages: an introductory week for onboarding and mentor selection; 8 weeks of Programming Constructs (optional, at no extra cost); 21 weeks of Data Structures & Algorithms covering Arrays, Linked Lists, Trees, DP, and more; 10 weeks of System Design covering distributed systems, caching, schema design, and microservices; 5 weeks of a real-world project in your chosen specialisation (full-stack, frontend, or backend). Lay"
}
},
"4": {
"@type": "Question",
"name": "Do I need an AI or ML background to enrol?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#000000\">No. The programme is designed for software engineers with 6+ months of professional experience and proficiency in at least one high-level programming language — no prior ML or AI background required. The Agentic AI elective is built to be accessible to engineers who understand software systems, starting from first principles of how LLMs and AI agents work, then moving to building and deploying them.</span></p>"
}
},
"_items_truncated": true
},
"_truncated": true,
"_original_size": 11215
},
{
"@context": "https://schema.org",
"@type": "Course",
"name": "Modern Software and AI engineering Program ",
"description": "Learn Software development skills like DSA, System Design & more with the help of experts through an industry-vetted curriculum, real-life projects & 1:1 mentorship.",
"provider": {
"@type": "Organization",
"name": "Scaler",
"sameAs": "https://www.scaler.com"
},
"inLanguage": "",
"hasCourseInstance": {
"@type": "CourseInstance",
"courseMode": "https://schema.org/OnlineEventAttendanceMode",
"courseWorkload": "P12M"
},
"_truncated": true,
"_original_size": 11215
}
]
/ai-machine-learning-course/
[
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Scaler",
"url": "https://www.scaler.com",
"logo": "https://www.scaler.com/favicon.svg",
"sameAs": {
"0": "https://www.youtube.com/@SCALER",
"1": "https://www.linkedin.com/school/scalerofficial/",
"2": "https://www.facebook.com/scalerofficial",
"3": "https://www.instagram.com/scaler_official/",
"4": "https://x.com/scaler_official",
"_items_truncated": true
},
"_truncated": true,
"_original_size": 16611
},
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Scaler",
"url": "https://www.scaler.com",
"_truncated": true,
"_original_size": 16611
},
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": {
"0": {
"@type": "Question",
"name": "What is the AIML and Agentic AI course?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#121212\">The AIML and Agentic AI Course helps you understand Artificial Intelligence and Machine learning better by covering various elements of building complex intelligent systems using machine learning, deep learning, and applied AI.</span></p>"
}
},
"1": {
"@type": "Question",
"name": "What is the duration of the AIML and Agentic AI course?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#121212\">The overall duration of the program is 9-15 months; this range is set up to give students clear level options between beginner, intermediate, and advanced levels.</span></p>"
}
},
"2": {
"@type": "Question",
"name": "When are the live classes held?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#121212\">Live classes are held 2-3 times a week on alternate days, scheduled primarily in the late evening or at night to suit working professionals.</span></p>"
}
},
"3": {
"@type": "Question",
"name": "How will we cover all this in 12 months?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#121212\">Program includes 2-3 weekly lectures (1.5-2.5 hours each), pre-recorded content, homework, real-world projects, industry discussions, and lab sessions.</span></p>"
}
},
"4": {
"@type": "Question",
"name": "Is AIML and Agentic AI in demand in 2026?",
"acceptedAnswer": {
"@type": "Answer",
"text": "<p><span style=\"color:#121212\">Yes, it is. Most job listings include 'Should have experience with AI' for data science, ML engineering, and AI production roles.</span></p>"
}
},
"_items_truncated": true
},
"_truncated": true,
"_original_size": 16611
},
{
"@context": "https://schema.org",
"@type": "Course",
"name": "Advanced AI & ML Course ",
"description": "India's most comprehensive AI and ML course online. Covers machine learning, Agentic AI, LLMs, MLOps.",
"provider": {
"@type": "Organization",
"name": "Scaler",
"sameAs": "https://www.scaler.com"
},
"inLanguage": "",
"hasCourseInstance": {
"@type": "CourseInstance",
"courseMode": "https://schema.org/OnlineEventAttendanceMode",
"courseWorkload": "P12M"
},
"_truncated": true,
"_original_size": 16611
}
]
/review/
[
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Scaler",
"url": "https://www.scaler.com",
"logo": "https://www.scaler.com/favicon.svg",
"sameAs": [
"https://www.youtube.com/@SCALER",
"https://www.linkedin.com/school/scalerofficial/",
"https://www.facebook.com/scalerofficial",
"https://www.instagram.com/scaler_official/",
"https://x.com/scaler_official",
"https://www.quora.com/What-is-your-review-of-Scaler-Academy"
]
},
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Scaler",
"url": "https://www.scaler.com"
}
]
🛡️ Trust Signals — external proof links that back the declared identity
628Review mentions (all pages)
6External proof links (all pages)
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 73 | 1 |
| /data-science-course/ | 111 | 1 |
| /devops-course/ | 116 | 1 |
| /academy/ | 179 | 1 |
| /ai-machine-learning-course/ | 100 | 1 |
| /review/ | 49 | 1 |
Explore the other reputation pillars for Scaler
Analysis Disclosure & Source Attribution
This page presents a snapshot of public data from Scaler, captured on May 17, 2026, to show how machine logic reads Identity & Authority signals into an AI reputation evaluation.
Purpose: This data is presented under “Fair Use” for the purpose of independent signal analysis, allowing readers to see the raw signals behind the reputation score.
Notice to Scaler: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results are intended as professional feedback to help improve any website’s machine-readability and authority signals. The evaluation is free, and any company can request a fresh audit at any time.
Any company can use the insights for free and improve its voice. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.
To all users: You are encouraged to visit the live site at https://www.scaler.com to view the most current version of its content and see directly what this company is about and what it offers.