Most resumes get a first pass measured in seconds, not minutes. A recruiter or hiring manager isn't reading — they're scanning for reasons to move you to the "yes" pile or the "no" pile. Understanding what they look for is the difference between getting a call and getting filtered out.
The first six seconds
The opening scan is pattern-matching, not comprehension. Recruiters look at job titles, company names, dates, and whether the most recent role lines up with the job they're hiring for. If those anchors don't resolve cleanly, the resume gets a closer — and more skeptical — second look.
What triggers a closer look
- Title inflation. A senior title at a tiny company, or a jump that skips a level, invites the question "what did you actually own?"
- Timeline gaps and overlaps. Dates that overlap, or a degree earned while supposedly working full-time elsewhere, stand out immediately.
- Scope with no proof. "Led a team" with no headcount. "Drove growth" with no number. "Managed a budget" with no figure.
- Metrics with no baseline. "Increased revenue 300%" means little without the starting point or your specific role in it.
- Keyword stuffing. A wall of technologies you've "used" reads as padding, not expertise.
How to survive the filter
- Make the anchors match. Title, dates, and recent role should map cleanly to the job you want.
- Quantify with context. "Cut onboarding time from 3 weeks to 5 days for a 40-person team" beats "improved efficiency."
- Show ownership, not proximity. Be specific about what you did versus what your team did.
- Pre-empt the obvious objection. If something looks odd (a gap, a pivot), give it one honest line of context.
See the read before they do
The fastest way to find the weak spots is to read your resume the way a skeptic will. That's what a forensic check does: it flags the claims that look impossible, improbable, or unverifiable, and shows you the screening questions a recruiter is likely to ask — so you can fix the resume, or be ready for the call.