Tech: juniorCVs for tech roles5 min read

Junior developer CV: prove you can finish something

AI made it cheap to list skills, polish a CV and send a hundred applications. So a list of skills now proves very little. What still stands out is evidence that you took an idea all the way to something that works, and that you understand every part of it.

Updated 18 October 2026

What changed, and what did not

Employers still hire for skills. They have stopped believing skills on paper. When every junior CV says “React, Python, SQL, problem solving”, that line carries no weight. Recruiters look for proof instead: something you made, that runs, that they can open.

Finishing is the rare part. Starting a project is easy, and most people stop at 80%. A live app with a real user and a clear README tells a hiring manager you can be handed a task and trusted to close it, which is most of what a junior job is.

What makes a project worth the top of your CV

  1. A real problemSomething you, a friend, a club or a small business actually needed. “Booking page for a local salon” beats a tenth to-do app, because it has a user and a reason.
  2. Finished and liveA link that opens and a main flow that works, with no “coming soon”. Small and done beats big and half-built.
  3. Your decisions, written downA short README: what it does, why you built it this way, what broke and how you fixed it, what you would do next.

Problem + userWhat you builtProof it works

“Built and launched a booking page for a local hair salon (Vue, Supabase). Used by 3 stylists and about 40 clients a month; replaced bookings by phone.”

Built it with AI? Fine. Now own it.

Building with AI tools is normal, and most teams expect it. What an interview tests is whether you were the engineer or the passenger. Someone will open your project and ask why the data is stored this way, what happens when a request fails, or how you would add a feature. If you cannot answer, the project counts against you.

Instead of

  • Built a full-stack task app using React, Node.js, MongoDB and AI.

Write

  • Built a booking page for a local salon with an AI assistant. After a double-booking bug, wrote tests for the booking rules myself; no repeat in 4 months.

The strong line has a user, a problem you solved and an honest note on how it was made. It invites an interview question you will enjoy answering.

Before you send the CV, explain your project out loud for five minutes without looking at the code. Wherever you hesitate is where the interviewer will dig, so learn that part first.

Where education fits

If you are a student or graduated in the last two years, education goes near the top, but keep it short: degree, school, years, and only what adds signal, such as a strong grade, a thesis or a course project close to the job. Nobody reads a list of twelve courses.

If your project is stronger than your degree, put Projects above Education. A bootcamp or online certificate is worth listing, but on its own it proves you attended, not that you can build.

What to leave out

Avoid

  • Skill bars and percentages (“Python 80%”). They measure nothing, and an ATS cannot read them.
  • Every technology you have touched once. List what you could use in an interview tomorrow.
  • Tutorial clones and unfinished repositories in your pinned GitHub projects. Pin two or three you are proud of.
  • An AI-written summary that sounds like everyone else’s: “passionate, results-driven developer”.
  • One finished beats five started
  • A live link and a README
  • Use AI, own every decision
  • Projects above education if stronger

Keep reading