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 .

Build Your Own Job Description

Zenithhealth · New York, NY / Remote

About the company

At Zenith Health, we're changing the way that real-world pregnancy data is captured and used to improve maternal and infant health outcomes. We're building a platform that empowers pregnant individuals to access existing information and evidence on health outcomes in pregnancies, as well as contribute their experiences to a growing body of evidence. There are  millions of real-world data points being generated every day across the 6+ million pregnancies happening each year — ranging from medication safety to lifestyle and dietary choices — and we believe these hold the key to advancing maternal and infant health outcomes. Our aim is to bridge key existing information gaps by better leveraging this real-world data, and improve the maternal health evidence base to drive more informed decision-making in pregnancy.

We’re passionate about transforming the way pregnancy and maternal health data is captured, understood, and used to improve patient health, and we are backed by Shaper Capital on our mission.

By joining Zenith, you’ll be part of a collaborative, passionate team of people who are smart, nice, and can get things done. If you’re driven by a desire to make a tangible impact on patients and medical research alike, and are excited to be part of a high-growth startup, we’d love to hear from you.

About the role 

If you’re excited by our mission and want to build with us, but don’t see a role that’s the perfect fit for you – submit your interest here and tell us what you’re exceptional at. 

We are looking to expand our team across software engineering, data science, product, partnerships, and marketing in the near future, so if Zenith’s mission sounds compelling, we’d love to connect. We’re eager to work with people who feel passionately about our problem space and align with our values, so regardless of your functional area of expertise let us know below how you can contribute!