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How Screeners Work
What an ATS actually checks, how your score gets calculated, and why qualified candidates still get rejected.
What an ATS actually does
- It's recruitment software, not a human reviewer — think of it as a first-round interview conducted by a computer before anyone reads your CV.
- It collects and stores every application in a database, then parses each CV to extract structured fields like contact info, job titles, dates, and skills.
- It ranks candidates by keyword match and other criteria, then filters out anything that doesn't meet the minimum requirements the recruiter set.
- Nearly every large employer uses one — over 98% of Fortune 500 companies and roughly 75% of employers overall.
The systems you're actually up against
- Enterprise: Workday, Taleo (Oracle), SuccessFactors (SAP), and iCIMS — common at large and Fortune 500 companies.
- Mid-market: Greenhouse, Lever, SmartRecruiters, and Jobvite — common at tech companies and startups.
- Small business: BambooHR, Zoho Recruit, and Bullhorn — common at smaller companies and staffing agencies.
- Each has different parsing quirks — some handle formatting or synonyms better than others — which is exactly why a clean, standard-format CV maximizes compatibility across all of them.
How your score gets calculated
- Keyword match (40–60% of the score): how many required keywords appear, how often, and where — skills section, summary, and experience all count.
- Experience match (20–30%): your years of experience against what's required, and how closely your job titles match the role.
- Education & certifications (10–20%): whether required degrees or certifications are present and relevant.
- Other factors (10–20%): things like location match, salary expectations, and whether the application is complete.
What the score actually means
80–100%
Human review
Your CV reaches a recruiter.
60–79%
Maybe reviewed
Depends on how many other applicants there are.
0–59%
Auto-rejected
Filtered out before anyone sees it.
The funnel doesn't stop at the ATS
- 1ATS filtering. Automated keyword and requirement matching eliminates 50–75% of applications.
- 2Recruiter quick scan. About 6–10 seconds, checking title, companies, education, and keywords — plus red flags like gaps or job-hopping.
- 3Detailed review. 2–3 minutes, only for CVs that survive the scan, weighed against the rest of the shortlist.
- 4Phone screening & interviews. 15–30 minutes to verify experience and fit before the final rounds.
Why qualified candidates still get rejected
- Missing keywords — you have the skill, but used different terminology than the listing
- Formatting that broke parsing, even though the experience was there
- Key information buried instead of highlighted in the first 6–10 seconds
- Gaps or inconsistencies that raised a flag with no context to explain them
- The role was filled internally, budgeted out, or frozen after the posting went up
- Simple competition — hundreds of applicants, referrals, or internal candidates prioritized