Often only after the CV passes — and only if the CV was borderline or the role is senior. Many never open cover letters at volume.
Job Seekers
How do recruiters actually screen CVs?
Recruiters do not read your CV like you do. The first pass is a fast pattern match for level, relevance, and clarity — usually before anyone considers your full career story.
Why this happens
A req with 200+ applications forces speed. I scan for: does the title match, does seniority match, do the last two roles show the right domain, is there a quantified outcome in the first screen?
ATS may have already filtered on keywords. The human pass confirms fit and flags risk — job hopping without narrative, unclear level, generic summary blocks.
Formatting matters less than signal density. Two pages of unfocused experience lose to one page that answers "why this role, why now."
What to do about it
Put the answer to the role on page one — target title, domain, and one line on what you want next.
Mirror the job description's language for scope and outcomes — exact-match terms for ATS, human-readable proof for recruiters.
Run your CV through a principal-recruiter lens before applying — the Recberry free resume review shows what we would see in that first 30 seconds.
Related questions
Portfolio and role-specific framing matter more than layout tricks. Signal still has to read in seconds.
AI adds another keyword layer. Human pattern matching still applies for most mid-senior roles after ATS.
See your CV through a recruiter's first-pass scan — free, one analysis per account.
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