Graduate schemes are some of the most competitive applications you'll ever make, thousands of applicants, a handful of places and a screening process built to cut hard and fast. A good degree doesn't get you through. A CV that's built for how schemes actually screen does. Here's how that screening works, and how to write for it.

How graduate scheme screening actually works

Most large graduate schemes screen in three layers:

Volume filter. Thousands of applications, often processed through an applicant tracking system (ATS) first. If your CV can't be parsed cleanly or doesn't echo the role's language, you can be filtered before a human sees it.
Competency screen. Schemes hire against a defined set of competencies, things like "commercial awareness", "teamwork", "problem-solving", "leadership". A recruiter or assessor checks whether your CV evidences them.
Values and fit. Big employers publish their values, and they screen for candidates who demonstrably share them.

Your CV has to clear all three. Most graduate CVs are written as if only the third layer existed, a nice summary of a nice person, and get filtered at the first.

The competency-evidence map

This is the technique that changes outcomes. Before you write, do this:

Find the scheme's stated competencies (usually on the scheme's webpage, sometimes in the job ad).
Make a two-column list: competency on the left, your best piece of evidence on the right.
If a competency has no evidence, that's a gap to address, find something, or be ready to explain it.

Then write the CV so each competency is visibly evidenced. You're not guessing what they want, they've told you. Your job is to prove each one.

Tailoring to the scheme's stated values

A scheme that says it values "curiosity" or "integrity" or "impact" is telling you what language to use and what examples to choose. A generic CV ignores this. A tailored one picks the examples that demonstrate those specific values and uses that specific language.

This is not about gaming it, it's about choosing, from everything true about you, the parts that match what this employer is actually looking for. That's the entire skill of tailoring.

The numbers that make a graduate CV credible

Graduate CVs live or die on specificity. "Worked in a team" is a claim. "Coordinated a six-person team to deliver a project two weeks early" is evidence. Use numbers, headcount, hours, percentages, turnout, money, marks, on as many bullets as you honestly can. Numbers are what turn "trust me" into "here's proof".

Common reasons graduate scheme applications get rejected

Generic CV, sent everywhere. No competency mapping, no tailoring. The most common failure by far.
No evidence. A skills list with nothing behind it. Assessors discount unevidenced claims entirely.
Wrong competencies emphasised. Strong examples, of the things this scheme didn't ask for.
ATS-unfriendly formatting. Columns, tables and graphics that the parser turns to mush.
Listing modules instead of outcomes. "Studied marketing" tells them nothing. "Ran a campaign that grew a society's sign-ups 40%" tells them everything.

A worked example

Take the competency "commercial awareness". A weak CV doesn't mention it. A generic CV says "I have strong commercial awareness". A tailored CV evidences it:

"Analysed three competitors' pricing for a final-year group project and recommended a positioning strategy the module tutor rated in the top 10% of the cohort."

That bullet maps to the competency, uses a real example and quantifies the outcome. Do that for each competency the scheme names, and you have a CV built for how the scheme actually screens.

Score it before you send it

Once you've mapped the competencies and tailored the CV, check the fundamentals are sound. TAILOR's free CV Health Check scores your CV on its own, ATS-readiness, bullet quality and formatting, and flags your top fixes, in about 30 seconds. No card. It catches the weak, unevidenced bullets before an assessor does.

Graduate schemes are competitive, but they're not a lottery. They tell you what they're screening for. A CV that answers them point by point is the one that gets through.

Graduate Scheme CV: What Actually Gets You Shortlisted