Why 75% of Freshers Get Rejected by ATS (And How Keywords Fix It)
Here's a shocking statistic: 75% of resumes are rejected by ATS (Applicant Tracking Systems) before a human ever reads them. Not because candidates are unqualified — but because their resumes lack the right keywords.
We analyzed 10,000+ job descriptions from Naukri, LinkedIn, and company career pages to extract the exact keywords Indian recruiters search for. This is the complete list organized by industry.
What Are ATS Keywords and Why Do They Matter?
ATS software scans your resume for specific words and phrases that match the job description. If your resume contains 80%+ of the required keywords, it gets a high ATS score and reaches human recruiters. If not, it's auto-rejected.
How ATS Scoring Works:
- 90-100% match: Green flag — forwarded to recruiter immediately
- 70-89% match: Yellow flag — reviewed if few candidates apply
- Below 70%: Red flag — auto-rejected, never seen by humans
100+ Must-Have ATS Keywords by Industry
🖥️ SOFTWARE ENGINEERING / IT Keywords
Essential for TCS, Infosys, Wipro, Amazon, Flipkart, startups
Programming Languages
Java, Python, C, C++, JavaScript, TypeScript, Go, Rust, PHP, Ruby, Swift, Kotlin, SQL, R, MATLAB
Frontend Technologies
HTML5, CSS3, JavaScript, React.js, Angular, Vue.js, Next.js, Redux, Bootstrap, Tailwind CSS, SASS, jQuery
Backend & Frameworks
Node.js, Express.js, Spring Boot, Django, Flask, FastAPI, ASP.NET, Laravel, Ruby on Rails, GraphQL, REST API
Databases
MySQL, PostgreSQL, MongoDB, Oracle, SQL Server, Redis, Cassandra, DynamoDB, Firebase, SQLite
Cloud & DevOps
AWS, Azure, Google Cloud Platform, Docker, Kubernetes, Jenkins, GitHub Actions, CI/CD, Terraform, Ansible
Tools & Concepts
Git, GitHub, GitLab, Bitbucket, Jira, Confluence, Agile, Scrum, Kanban, Microservices, API Gateway, OAuth, JWT
💡 Pro tip: Include the exact version numbers if you have them: "Java 11", "Python 3.9", "React 18"
📊 DATA ANALYTICS / DATA SCIENCE Keywords
Essential for Flipkart, Swiggy, Zomato, consulting firms, banks
Programming & Tools
Python, R, SQL, SAS, SPSS, Excel, VBA, Google Sheets, Jupyter Notebook, Google Colab
Data Visualization
Tableau, Power BI, Looker, QlikView, Qlik Sense, Google Data Studio, Matplotlib, Seaborn, Plotly, D3.js
Databases & Big Data
MySQL, PostgreSQL, MongoDB, Snowflake, BigQuery, Hadoop, Spark, Hive, Presto, Redshift, Azure Synapse
ML & Statistics
Machine Learning, Deep Learning, NLP, Computer Vision, Scikit-learn, TensorFlow, PyTorch, Keras, Pandas, NumPy, Statistical Analysis, A/B Testing, Regression, Classification, Clustering
💼 MBA / FINANCE / BANKING Keywords
Essential for HDFC, ICICI, Kotak, Deloitte, KPMG, PwC, EY
Financial Skills
Financial Modeling, Valuation, DCF Analysis, NPV, IRR, Ratio Analysis, Budgeting, Forecasting, Variance Analysis, P&L Analysis, Balance Sheet Analysis, Cash Flow Analysis
Tools & Software
Microsoft Excel, Advanced Excel, VLOOKUP, Pivot Tables, Macros, VBA, PowerPoint, Word, Tally ERP, SAP, QuickBooks, Bloomberg Terminal, Capital IQ, FactSet
Banking & Investment
Retail Banking, Corporate Banking, Investment Banking, Wealth Management, Risk Management, Credit Analysis, Loan Processing, KYC, AML, Trade Finance, Treasury Operations
Business Concepts
Market Research, Competitive Analysis, Business Strategy, Operations Management, Supply Chain, Project Management, Stakeholder Management, Client Relationship Management
📱 DIGITAL MARKETING / SEO Keywords
Essential for agencies, e-commerce, startups, media companies
Core Marketing
SEO, SEM, PPC, Google Ads, Facebook Ads, Instagram Ads, LinkedIn Ads, Content Marketing, Email Marketing, Affiliate Marketing, Influencer Marketing, Growth Hacking
Analytics & Tools
Google Analytics, Google Search Console, Google Tag Manager, SEMrush, Ahrefs, Moz, HubSpot, Mailchimp, Hootsuite, Buffer, Canva, WordPress, Shopify
Social Media
Social Media Marketing, Social Media Strategy, Community Management, Content Creation, Copywriting, Brand Management, Reputation Management, Viral Marketing
Performance Metrics
ROI, ROAS, CTR, Conversion Rate, CPA, CPC, CPM, Lead Generation, Customer Acquisition, Retention Rate, Engagement Rate, Impressions, Reach
👥 HR / RECRUITING Keywords
Talent Acquisition, Recruitment, Sourcing, Screening, Interviewing, Onboarding, Employee Engagement, Performance Management, HRIS, Payroll, Compensation & Benefits, Training & Development, HR Analytics, Labor Laws, Compliance, Conflict Resolution
50 Power Verbs That ATS Love
Start your bullet points with these action verbs. They signal achievement and impact to both ATS and human recruiters.
Leadership
Led, Managed, Directed, Supervised, Coordinated, Orchestrated, Championed, Spearheaded, Headed, Chaired
Creation
Developed, Created, Built, Designed, Engineered, Architected, Established, Launched, Initiated, Pioneered
Improvement
Improved, Enhanced, Optimized, Streamlined, Refined, Upgraded, Transformed, Revolutionized, Modernized
Analysis
Analyzed, Evaluated, Assessed, Investigated, Researched, Audited, Reviewed, Examined, Studied, Diagnosed
Communication
Presented, Communicated, Negotiated, Collaborated, Liaised, Facilitated, Mediated, Advocated, Pitched
Results
Achieved, Delivered, Accomplished, Attained, Exceeded, Surpassed, Outperformed, Generated, Secured
How to Use Keywords Without Keyword Stuffing
ATS is smart — it detects unnatural keyword stuffing. Here's how to integrate keywords naturally:
❌ Bad Example (Keyword Stuffing):
"Skills: Java Python SQL JavaScript React Angular Node.js AWS Docker Git Agile Scrum REST API Microservices..."
✅ Good Example (Natural Integration):
"Built a full-stack e-commerce platform using React.js frontend, Node.js backend, and MySQL database. Deployed on AWS EC2 with Docker containerization. Implemented REST APIs for payment gateway integration. Followed Agile methodology with 2-week sprints."
Job-Specific Keyword Matching Strategy
Don't use generic keywords. Match the exact job description:
Example: Job Description vs Resume Keywords
Job Description Says:
"Looking for a Software Engineer with experience in Spring Boot, microservices architecture, and AWS deployment. Must know CI/CD pipelines."
Your Resume Should Include:
"Developed 3 microservices using Spring Boot handling 10,000+ daily transactions. Implemented CI/CD pipelines with Jenkins and AWS CodePipeline, reducing deployment time by 70%."
Soft Skills Keywords (Don't Ignore These!)
Modern ATS also scans for soft skills. Include these where relevant:
Problem Solving
Critical Thinking
Communication
Teamwork
Leadership
Time Management
Adaptability
Attention to Detail
Free ATS Keyword Scanner Tools
Before submitting, test your resume with these free tools:
- 1. Jobscan.co — Compare your resume against any job description (5 free scans/month)
- 2. Resume Worded — ATS compatibility score + keyword suggestions
- 3. Skillsyncer — Match rate percentage + missing keywords
- 4. ZipJob — Free ATS resume review
Download ATS-Optimized Resume Templates
Don't manually add keywords — use our pre-optimized templates with 100+ keywords built-in:
- ✓ Industry-specific keyword sections
- ✓ 98% ATS pass rate guaranteed
- ✓ Copy-paste ready bullet points with power verbs
- ✓ Single-page optimized for freshers
Get ATS Resume Templates → Starting at just ₹99. Used by 50,000+ job seekers.
FAQs About ATS Keywords
Q: How many keywords should I include?
A: Aim for 25-40 relevant keywords spread naturally across your resume. Quality > quantity.
Q: Should I include keywords in my skills section only?
A: No — integrate them in your summary, experience, and projects too. Context matters.
Q: Do abbreviations and full forms both count?
A: Include both: "AWS (Amazon Web Services)", "SEO (Search Engine Optimization)" — covers all bases.
Q: Can I use the same resume for different job applications?
A: No — customize keywords for each job description. Takes 5 minutes, doubles your shortlist rate.
Last updated: April 2026 | Based on analysis of 10,000+ job descriptions from Indian job portals