Fresher CV Guide · India 2026

How to Write a CV as a Fresher in India

No experience. No problem — if you know what to write.

The biggest mistake freshers make on their CV is trying to hide the lack of experience behind verbose descriptions and buzzwords. Recruiters are not fooled. What they are looking for is evidence of ability: relevant projects, clean formatting, and specific skills. A one-page CV that demonstrates those three things will beat a two-page CV that does not.

01The format that works for freshers

One page. Always. As a fresher you have one page of relevant content at most. Sending a two-page CV signals poor judgment, not thorough experience.

The order that works: Name and contact details at the top. A two-sentence objective or summary. Education (this goes near the top for freshers — it is your strongest signal). Internships or project work. Skills. Extra-curricular or achievements if genuinely strong.

Use a clean single-column layout. No tables. No text boxes. No columns. These break ATS systems and make your CV invisible before a recruiter ever sees it.

02What to put in the summary if you have no experience

Your summary should not be "Motivated and hardworking fresher looking for opportunities." That says nothing. Write what you actually bring: your degree, your strongest technical skill, and what kind of role you are targeting.

Example: "Final year B.Tech (CS) student from IIIT Delhi with hands-on experience in Python and machine learning through two internships. Seeking a data analyst or ML engineer role in a product company."

Two sentences. Specific. No buzzwords.

03How to write about internships and projects

Even one internship gives you material. The key is framing it as impact, not tasks.

Bad: "Worked on data analysis using Python." Good: "Built a sales forecasting model in Python (ARIMA + XGBoost) that reduced forecast error by 18% for a D2C brand with ₹50Cr revenue."

If you have only personal or college projects, treat them the same way. What was the problem, what did you build, what was the result or scale? A GitHub link adds credibility. A Kaggle rank or competition result is a strong signal in data roles.

04Skills section — what to include

List only skills you can actually demonstrate in an interview. Listing "Machine Learning" because you did a Coursera course and then being unable to explain a confusion matrix will end your interview.

Separate into categories: Programming Languages, Tools & Frameworks, Domains. Keep it tight — 10 to 15 skills maximum. Recruiters spend three seconds on the skills section. They are looking for specific keywords that match the JD, not a comprehensive inventory.

05Education section for Indian freshers

Include: degree name, institution, year of graduation, CGPA (if above 7.5 — below that, omit it). Add relevant coursework if it directly matches the role (e.g., "Relevant coursework: Machine Learning, Database Systems, Statistics").

If you are from a tier-1 institution (IIT, NIT, IIIT, IIM, top state universities), put education first — it is a strong signal. If you are not, lead with your strongest project or internship instead and let your skills speak.

06The ATS problem that most freshers do not know about

Most freshers apply to MNCs, large tech companies, and structured graduate programmes that use ATS. Your CV needs to contain the exact keywords from the job description to pass the filter.

Before applying for any role, read the JD carefully and check that your CV uses the same terminology. If they say "SQL" and your CV says "database querying," add "SQL" explicitly. If they want "Tableau" and you use it but have not mentioned it, add it.

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