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 .

Founding AE

Vitalize · San Francisco HQ

🏥 What We Do

At Vitalize, we are building the OS for hospital operations, starting with staffing & scheduling optimization.

Labor is 60% of the P&L of American healthcare. However, hospital’s core processes to manage and optimize labor live on paper, spreadsheets, or through departments of 20+ FTEs. Vitalizes transforms these processes from painstakingly tedious to autonomous, freeing up thousands of hours and reducing labor costs by 8-figures.

🪓 About the role

We're approaching near 8-figures in ARR and are on track to be the fastest growing company in enterprise healthcare. We’re hiring for a Founding AE to help us build the best enterprise GTM motion in healthcare and scale Vitalize take us from $10M to $100M in ARR. You’ll be selling our software to health systems and work directly with our CEO to build Vitalize Care’s GTM organization.

🥇 Skills

  • 2+ years of enterprise sales experience.

  • Proven track record of closing high 6 figure and 7 figure enterprise contracts.

  • Ability to “make something out of nothing.” We’re excited about individuals who identify creative avenues to identify leads and scale our pipeline.

  • Nice to Have Experiences: experience working with health systems, experience at seed or Series A stage startups

📍 Location

  • In-Person, San Francisco, CA 🌉

  • Travel to conferences and potential customer sites up to 50% of days

🙌 Benefits

  • Medical, dental, and vision insurance

  • 401k and 401k match

  • Unlimited PTO

  • Bi-annual company retreats

  • Reimbursement for gym subscription (~$100 per month)

  • Reimbursement for BayWheels membership/new bike and Ubers

  • In-office meals