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First Job Search for New Graduates: What Actually Gets You Noticed

Cortexvia Careers25 Jul 20265 min read

The first job search is the hardest one you will ever do, for a simple reason: every job wants experience and you have none, and every other applicant is in exactly the same position. The advice you get is mostly about formatting a resume. This guide is about the things that actually move a graduate application from the pile to the shortlist.

Where jobs actually come from

Most first jobs are not found on job boards, even though most applications are sent through them. They come from referrals, from a recruiter who remembered a conversation, from a project someone saw, and from smaller companies that never posted the role widely. Job boards are where you compete with the largest number of people for the smallest amount of attention.

That does not mean skip them. It means treat them as one channel of four, and spend proportionate time on the other three: people you know, people you can reach, and things you have built that speak for you.

Getting referrals without knowing anyone

A referral does not require a friend inside the company. It requires one person who has seen something specific from you and is willing to say so.

  • Alumni. People who graduated from your course a few years ahead of you are the warmest cold contacts you have. Ask about their work, not for a job. The job comes up on its own if the conversation is real.
  • The people who taught you. Lecturers and project supervisors get asked for names constantly. Make sure yours is one they can attach to a piece of work.
  • The person who posted the role. A short, specific note about why the role fits what you have actually built gets read far more often than people assume.

Every one of these works better if there is something concrete to point at, which is the next section.

What to build when you have no experience

Experience is evidence that you can do the work. A project is the same evidence, produced without permission. The standard is not impressive; it is finished, explainable, and relevant.

  • Pick a problem in the field you want to work in, small enough to finish in two weeks.
  • Finish it. A finished small thing beats an ambitious abandoned one every time.
  • Write two paragraphs about the decisions you made and what you would do differently.
  • Put it somewhere a stranger can see it: a repository, a live page, a short write-up.

For students with an AI project requirement, the college project guide shows how to ship something real and defensible without months of model work. The same project doubles as a portfolio piece.

Making the application itself work

The resume gets a few seconds. Make those seconds land.

  • One page. Contact details, a two-line summary of what you have built and want to do, projects with outcomes, education, skills. In that order for a graduate: projects above education.
  • Every project line says what it does and what happened. "Built a chatbot for the department FAQ, used by 300 students in its first month" beats a list of technologies.
  • Match the words in the job description where they are honestly true. Screening software and tired recruiters both look for them.
  • One PDF, sensibly named, that opens on a phone.

Then give the recruiter a reason to spend a minute rather than a few seconds. A link to a live project does that. So does a link to a chatbot trained on your resume and project write-ups, which lets a recruiter ask "what did you actually do on the payments project" and get an answer in your words at midnight. The resume chatbot page explains how to make one in an afternoon, and the portfolio chatbot guide covers putting the same thing on your own site.

Being memorable without exaggerating

Everyone says they are a fast learner and a team player. Nobody remembers it. What people remember is specificity.

  • A number: how many users, how much faster, how many hours saved.
  • A decision: the thing you chose not to do, and why.
  • A failure you fixed: the bug that took a week, and what you learned about testing.

Specific and modest beats vague and impressive. Interviewers can verify the first kind; they discount the second on sight. The standing out in job applications article goes deeper on this.

Preparing for interviews

Graduate interviews mostly test whether you can explain what you have done and think aloud about something new.

  • Prepare to walk through each project on your resume for five minutes: the problem, your approach, a decision, an outcome, a regret.
  • Practise explaining one technical concept to a non-technical friend. Clarity is the skill being tested.
  • Have three questions about the team's actual work. "What does the first month look like" is worth more than "what is the culture like".
  • When you do not know something, say so and reason toward it. Bluffing is the one thing that reliably ends an interview.

Managing the experience

A graduate job search takes months and is mostly silence. Set a weekly rhythm: a fixed number of tailored applications, a fixed number of conversations with real people, and a fixed number of hours on the project. Track it in a simple sheet. Rejections without feedback are the norm and say almost nothing about you; the numbers game is real, and the way to win it is to keep the weekly rhythm while making each application a little more specific than the last.

The honest summary

You get noticed by being specific and being seen: a finished project a stranger can inspect, an application that says what you built and what happened, one or two people who can attach your name to a piece of work, and a way for a recruiter to learn more about you in a minute. None of that requires experience. All of it requires finishing things and saying so plainly.

Frequently asked questions

Should I apply to roles that ask for two years of experience? If your project work honestly covers the core of the role, yes. Requirements are wish lists. Say what you have built and let them decide.

How many applications a week is reasonable? Fewer than you think, tailored more than you think. Ten specific applications beat fifty generic ones, and the conversations you have alongside them matter more than either.

Is a personal website worth it for a graduate? Yes, if it shows work. A single page with two finished projects, a short bio, and a way to ask questions is enough. The personal website chatbot guide covers the last part.

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