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 .

Frontend Engineer

CareerVillage.org · Remote, United States

frontend technical software code web engineer backend full-time

Frontend Software Engineer

The award-winning global tech nonprofit CareerVillage.org is at an exciting moment: we're rapidly growing, expanding our service offerings, and looking to grow our team with a full-time Frontend Software Engineer. If you're mission-driven, passionate about developing socially impactful technology, and have a personal understanding of the challenges our learners face, we'd love to hear from you!

About CareerVillage.org

CareerVillage.org is dedicated to democratizing access to career information and advice for underrepresented people. As an Engineer at CareerVillage.org, you'll be helping build the technology to execute on our mission reliably and at scale. You'll be contributing to two products: (1) our flagship crowdsourcing platform, which supports millions of learners, over 150,000 professionals, and thousands of teachers who have joined our movement and (2) our new product, Coach, an AI Career Coach (read about it in Fast Company and Forbes). 

What you'll do

  • Write code using modern web technologies with a special focus on accessibility and responsiveness to build interfaces that are intuitive, polished, and provide a great user experience.
  • Collaborate with product designers, product managers, and backend engineers to shape the design, experience, and functionality of our products.
  • Draft documentation outlining technical approaches to complex problems and discuss their merits with colleagues to align on the best solution. 
  • Review code from team members, considering readability, maintainability, performance,

    Please mention the word **BENEVOLENCE** and tag RNjYuMjE0LjMyLjE0Ng== when applying to show you read the job post completely (#RNjYuMjE0LjMyLjE0Ng==). This is a beta feature to avoid spam applicants. Companies can search these words to find applicants that read this and see they're human.