Optimizing for applicant tracking systems (ATS) and optimizing for humans are related—but not identical.
Keywords: mirror the JD, don’t stuff
Pull 8–12 terms from the posting (tools, domains, level). Work them into bullets where they’re true. A separate “skills” keyword dump at the bottom often hurts readability.
Recruiters scan the top third
Lead with role-relevant headline + 2–3 bullets with numbers. Generic summaries (“hard-working team player”) burn that space.
Fit shows in outcomes
“Responsible for” is weak. “Cut onboarding time 30% by…” is strong. Tie each bullet to a problem you solved or a scope you owned.
Use AI to gap-check, not to inflate
Ask: “Which JD requirements are missing from my resume?” Then add honest evidence—or plan to address gaps in a cover note or interview.
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