CV & interviews
Recruiters don't read CVs — they triage them in seconds, and software often screens them before a human looks at all. Here's the real order of attention, and how to make the scan land in your favour.
You probably wrote your CV imagining someone reading it — start to finish, weighing each line. Almost nobody does that, at least not on the first pass. A recruiter facing a stack of applications gives each one a few seconds to earn a closer look, and increasingly the very first reader isn't a person at all. If you understand how that fast first pass actually works, you can stop writing for an imaginary careful reader and start writing for the real one.
Many roles — especially at larger companies — route applications through an applicant tracking system before a human sees them. The ATS parses your CV into structured fields and lets recruiters search and filter. It is not judging your potential; it's matching text. That has practical consequences for how you write:
None of this is about gaming the system. It's about not getting filtered out for a cosmetic reason before a human ever weighs your actual merits.
Once a person opens your CV, the first pass is brutally fast and follows a rough order of attention. They look, in roughly this sequence, at: your most recent role and its dates; the company or project; your job title; and whether anything jumps out as immediately relevant. They are answering one question — is this worth a real read? — and everything below the top third barely registers on pass one.
This is why the single most valuable real estate on your CV is the top. The most recent entry, with its date, does more work than anything else on the page. If it's recent, relevant and concrete, you earn the second pass. If it's old, vague, or missing, you're filed before your best material is ever seen.
The implication most people miss. Improving your CV usually doesn't mean rewording bullet points further down. It means making sure the top line — your most recent, most relevant, most concrete work — is strong enough to buy the six seconds. Fix the top before you polish the bottom.
If the scan earns you a real read, the recruiter is now looking for substance. Three things consistently move them from "maybe" to "interview":
Here's where CV advice usually stops — "use keywords, lead with results, keep it clean" — and where it gets interesting. You can do all of that perfectly and still lose the scan, because formatting can't manufacture the one thing the second pass is really hunting for: recent, concrete, verifiable work. If your most recent real work is old or thin, no amount of rewording fixes the top line, because the problem isn't the words — it's that there's nothing strong to put there.
Which means the highest-leverage "CV improvement" often isn't editing the CV at all. It's going and creating one new, recent, verifiable entry to sit at the top. That's the gap The Academy fills: four weeks on a live Irish product, mentored, ending with a public reference at a verifiable URL — a top-of-CV line that's recent, concrete and clickable, which is exactly what both the software and the human are scanning for. Free, and dated this month.
Writing a CV for an imaginary careful reader is writing for someone who doesn't exist. The real first pass is a keyword filter followed by a six-second human triage that lives almost entirely in the top third of the page. Make it parseable, mirror the role's language, and above all make sure the top line is recent, concrete and verifiable. If it isn't, fix that first — not by editing, but by building something worth putting there.
A recent, concrete, verifiable entry for the top of your CV — real work on a live product, mentored, with a public reference. Free. Cohort 1 is forming now.
Apply to Cohort 1 →