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CV Writing for Fresh Graduates: What Recruiters Actually Look For

September 11, 2026 • By Muhammad Ali

The average recruiter spends less than thirty seconds on a first pass of your CV. For a fresh graduate, this feels unfair: how can a life of study be judged in half a minute? But once you accept it, the strategy becomes clear: a CV is not your biography. It is an advertisement with one goal: earning an interview. Everything on the page either serves that goal or takes space from something that does.

The structure that works

For a fresh graduate, one page. Not two. The sections, in order:

Projects are your experience

A common mistake is treating projects as an afterthought: one line, one title. Instead, treat each project the way an experienced engineer treats a job. Give it two or three bullet points that say what you built, what it does, which technologies you used, and where possible, a number: "supports 200 registered users," "reduced page load time by half," "covered by 40 automated tests." Numbers stop the skimming eye in a way adjectives never do.

Include a clickable link to each project. A recruiter who can see your work running in a browser needs far less convincing from the text.

Verbs, not duties

Weak CVs describe duties: "was responsible for the front end." Strong CVs describe actions and results: "built the front end in React, including authentication and a real-time dashboard." Start every bullet with a verb (built, designed, implemented, automated, led, improved) and cut every phrase that could appear on anyone's CV. "Hardworking team player with good communication skills" has appeared on ten million CVs and moved exactly none of them forward.

The mistakes that get CVs rejected instantly

Send it as PDF, name it properly

Always export to PDF so your formatting survives every device, and name the file like a professional: Firstname-Lastname-CV.pdf. A file called final_cv_new2(1).pdf tells its own small story, and not a good one.

Finally, remember what the CV is for. It does not need to prove you are the best candidate; no document can. It needs to make someone curious enough to meet you. Keep it short, concrete, and honest, and it will do that job.

Written by Muhammad Ali

Muhammad Ali is the founder of ILMpkk, a software house in Pakistan. He builds web products like Cert ILMpkk and Thoughtbook, and runs free training programs for students and fresh graduates. You can reach him at info@ilmpkk.com.