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 .

Join our Talent Community!

Vannahealth · USA

If you're interested in joining us on our mission to transform serious mental illness but don't see a current role open that fits what you're looking for - we'd love for you to join our Talent Community! 

 

 

About Vanna Health

Vanna is reimagining healthcare for people living with serious mental illness (SMI). 

Today, our healthcare system is failing people with SMI. Despite $200B in annual medical spend, people with SMI die 20 years younger than their peers while suffering from higher rates of preventable disease (2x). They also face higher risk of disfranchisement from society, including homelessness (6x), unemployment (30x), and incarceration (25x). 

Our mission is to empower people with SMI to thrive by finding purpose and a sense of belonging in the community. The solution is social, not just medical. Vanna provides psychosocial rehabilitation and enables community-based care at scale, in close collaboration with existing healthcare and community organizations. Our model is designed to restore hope and nurture engagement by investing in a foundation of mutual trust and respect.  

Vanna brings together an unprecedented team of proven entrepreneurs, individuals with lived experience, and national leaders in behavioral health. We are committed to providing individuals with culturally inclusive support for all races, ethnicities, religions, sexual orientations, gender identities, and other social factors. With modern technology, extensive professional development opportunities, and a culture that actively promotes and fosters diversity, equity, inclusion, and belonging, we are redefining what it means to work in community health.

 

Our Promise to You

  • You will have a critical seat at the table - one that represents our staff and the members we serve
  • You will be valued, respected, and heard -  diversity, equity, inclusion, and belonging is paramount
  • You will be joining a team and community that is passionate about improving the lives of underserved individuals

 

Benefits

  • We currently offer unlimited PTO (and people actually take it!), full health, dental, and vision benefits.
  • 401k 
  • Flexibility to work remotely
  • Competitive compensation including salary and significant ownership in Vanna Health

 

COVID-19 Considerations and Vaccination Status

Vanna Health is committed to keeping our team members and our members safe from COVID-19 therefore full vaccination is required for all Vanna Health employees. As such we follow local requirements and guidelines for medical professionals in the field.