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 .

Talent Analyst

Primary · New York, NY

About Primary

Primary is a seed-stage venture capital firm dedicated to delivering exceptional support to the founders of transformational businesses. By pairing meaningful investment resources with the largest portfolio impact team of any seed investor, our portfolio companies have reached an industry-best seed-to-A graduation rate.

About the role

We are searching for a Talent Analyst to join Primary’s Impact team to help hire the best talent for Primary portfolio companies. This position will report to a Principal on our People & Networks team and be a member of our embedded recruiting function - providing full cycle recruiting services and recruiting enablement to a Primary portfolio company.  

This role requires working across several searches at once in partnership with a senior member of the embedded recruiting team. You’ll have a strong focus on top-of-funnel work like talent mapping, sourcing, and screening along with managing candidates. 

The ideal candidate has 1-2 years of prior work experience in recruiting with a track record of proactively communicating, operating with pace and urgency, and a strong desire to to develop exceptional sourcing and recruiting skills. 

What you’ll do

  • Source, screen, and interview candidates for a variety of positions both technical and non-technical with a focus on quality

  • Manage candidate relationships from start to finish, ensuring a top tier experience for all candidates and hiring managers alike

  • Build relationships with leaders and quickly calibrate on ideal candidate profiles

  • Manage and maintain recruiting related data across Applicant Tracking Systems and sourcing tools

About you

  • 1-2 years of experience in recruiting, likely in an agency or search setting with exposure to client management

  • Evidence of using and experimenting with AI tooling to make your work more efficient

  • A strong desire to learn the ins and outs of both technical and non-technical recruiting

  • Experience working with senior leaders and providing top tier stakeholder management

  • Excellent written and verbal communication skills 

  • You must be able to work out of the Primary office in NYC 3 days/week.