Key Takeaways

  • 75% of U.S. employers use automated applicant tracking systems to screen resumes before a human reviews them (Harvard Business School & Accenture, 2021)
  • The most common ATS failures are missing keywords, incompatible formatting, and incorrect file types
  • ResumeGeni scores your resume across 8 parsing layers — modeled on the same steps enterprise ATS platforms like Workday, Greenhouse, and Taleo use to evaluate candidates

How ATS Resume Scoring Works

Applicant tracking systems parse your resume into structured data — extracting your name, contact info, work history, skills, and education — then score how well that data matches the job requirements. Many ATS rejections happen because the parser couldn't extract critical fields, not because the candidate wasn't qualified.

LayerWhat It ChecksWhy It Matters
Document extractionFile format, encoding, readabilityCorrupted or image-only PDFs fail immediately
Layout analysisTables, columns, headers, footersMulti-column layouts break field extraction
Section detectionExperience, education, skills headingsNon-standard headings cause sections to be missed
Field mappingName, email, phone, dates, titlesMissing contact info is a common cause of immediate rejection
Keyword matchingJob-specific terms, skills, certificationsKeyword overlap affects recruiter search visibility and ATS scoring
Chronology checkDate ordering, gap detectionReverse-chronological order is expected by most ATS
QuantificationMetrics, numbers, measurable outcomesQuantified achievements help human reviewers and some scoring models
Confidence scoringOverall parse quality and completenessLow-confidence parses get deprioritized in results

Frequently Asked Questions

Is ResumeGeni free?
Yes. ResumeGeni is currently in beta — ATS analysis, scoring, and initial improvement suggestions are free with no signup required. Full guidance and saved reports may require a free account.
What file formats are supported?
PDF, DOCX, DOC, TXT, RTF, ODT, and Apple Pages. PDF and DOCX are recommended for best ATS compatibility.
How is the ATS score calculated?
Your resume is processed through an 8-layer parsing pipeline that extracts structured data the same way enterprise ATS platforms do. The score reflects how completely and accurately your resume can be parsed, plus how well your content matches common ATS ranking criteria.
Can ATS read PDF resumes?
Yes, but not all PDFs are equal. Text-based PDFs parse well. Image-only PDFs (scanned documents) and PDFs with complex tables or multi-column layouts often fail ATS parsing. Our analyzer will flag these issues.
How do I improve my ATS score?
Focus on three areas: use a clean single-column format, include keywords from the job description naturally in your experience bullets, and ensure all sections (contact, experience, education, skills) use standard headings.

ATS Guides & Resources

Built by engineers with 12 years of experience building enterprise hiring technology at ZipRecruiter. Last updated .

Principal Technical Sourcer

Latent · San Francisco

Technical Sourcer

We’re building a high-caliber technical team in a competitive market. This role owns the top of the funnel—finding, engaging, and building relationships with exceptional engineers before they’re actively looking.

This is not a resume-pushing role. It’s about taste, curiosity, and persistence.

What you’ll do

  • Own outbound sourcing for technical roles (primarily software engineers)

  • Identify high-signal candidates via LinkedIn, GitHub, referrals, and communities

  • Write thoughtful, personalized outreach that actually gets replies

  • Partner closely with recruiters and hiring managers to define “great”

  • Experiment with sourcing strategies, messaging, and channels

  • Track and improve funnel metrics (reply rate, pass-through, time to first convo)

  • Build long-term candidate relationships, even when timing isn’t right

You might be a good fit if

  • You have 1–4+ years of technical sourcing experience (startup experience a plus)

  • You enjoy the puzzle of finding people others can’t

  • You care about quality over volume and hate spammy outreach

  • You’re comfortable with ambiguity and like building from scratch

  • You operate with urgency and take ownership

  • Bias to action

What success looks like

  • Consistent flow of high-quality technical candidates

  • Strong reply rates driven by thoughtful outreach

  • Hiring managers trust your judgment and taste

Why join

  • Real ownership and visibility

  • Opportunity to help define the sourcing playbook

  • Close partnership with recruiters and founders

  • High impact on a team scaling quickly

  • Exposure to the strongest Tech Startup Eco-System