Why Freshers Struggle with ATS
Freshers and recent graduates run into a specific ATS problem. The system matches resumes to job descriptions on experience and keywords, and you don't have much work experience to show yet.
ATS filters for entry-level roles are usually set up differently from senior-role filters, though. They lean more on skills, education, projects and certifications than on years of experience.
The Fresher ATS Resume Structure
This order works well for a fresher resume:
1. Contact information (in the main body, never in a header)
2. Professional Summary (2–3 lines with keywords for your target role)
3. Skills (technical and soft skills; for freshers this is the most important section)
4. Education (degree, college, year, and CGPA if it's above 7.0)
5. Projects (with measurable outcomes)
6. Internships (if you have any)
7. Certifications (online courses, Google, AWS, HackerRank and so on)
8. Extracurriculars / Leadership (if relevant)
How to Write an ATS-Friendly Professional Summary as a Fresher
Your summary should mention your degree, your target role and your top 3 skills, using the exact keywords from the JDs you're targeting.
Example: "Computer Science graduate from VIT Vellore (2024) seeking a Software Developer role. Proficient in Python, React.js and MySQL. Built 3 projects in web development and machine learning."In three sentences it covers the degree, college, graduation year, target role, specific skills and some proof.
Projects Are Your Work Experience
For fresher roles, ATS systems treat academic and personal projects a lot like work experience. Every project bullet should:
- Start with a strong action verb (Built, Developed, Designed, Implemented, Deployed)
- Name the tech stack
- Show a result you can measure
Skills Section: The Most Important Part for Freshers
For a fresher, the Skills section carries more weight with the ATS than anything else on the resume. Recruiters search for specific skills, and if a skill isn't written out, your resume won't come up for it.
Group your skills like this:
- Programming Languages: Python, Java, JavaScript, C++
- Frameworks: React.js, Node.js, Django, Spring Boot
- Tools: Git, Docker, Postman, VS Code, Figma
- Databases: MySQL, MongoDB, PostgreSQL
- Soft Skills: Problem solving, Team collaboration, Agile methodology
Keywords for Common Fresher Roles in India
Software Developer: Python, Java, JavaScript, React, Node.js, REST API, Git, SQL, data structures, algorithms, object-oriented programming, Agile Data Analyst: Python, SQL, Excel, Power BI, Tableau, data visualisation, statistical analysis, pandas, NumPy, machine learning basics Marketing: Digital marketing, SEO, Google Analytics, social media marketing, content creation, email marketing, HubSpot, campaign management Finance: MS Excel, financial modelling, accounting, Tally, financial analysis, reconciliation, MIS reporting, VLOOKUP, pivot tablesCertifications That Boost Fresher ATS Scores
- Google: Data Analytics, Digital Marketing, Project Management (Coursera)
- AWS: Cloud Practitioner
- Microsoft: Azure Fundamentals, Power BI
- Coursera/edX: IBM Data Science, Meta Front-End Developer
- HackerRank: Python, SQL, JavaScript certifications
Each one adds keywords to your resume and can raise your match score for JDs that ask for those skills.
Check Your ATS Score Before Applying
Before you apply anywhere, check your resume against that company's JD on ATSPass. For freshers, the usual problems are:
1. Technical keywords from the JD are missing
2. Projects don't have enough technical detail
3. The Skills section doesn't match what the JD asks for
4. A Canva template makes the resume unreadable to the ATS