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 .

Temporary QA Resource

Trilinkbiotechnologies · San Diego, CA

Your next role as a Miracle Maker 

Maravai LifeSciences is seeking a #MiracleMaker to join our Quality Assurance team as a Temporary QA Resource. As a Temporary QA Resource, you will be responsible for reviewing and approving material release specifications, raw materials, intermediates and consumables in compliance with cGMP regulatory requirements and ISO standards. Provide support for other functions performed by QA operations group.  

How you will make an impact: 

  • Responsible for conducting raw material, component, in-process inspection and release in conformance to established product requirements.  
  • Response for assigning lot numbers, expiration dates, logging all materials in database and labeling materials appropriately.  
  • Review analytical test reports, certificates of analysis/origin in support of material specification approval and release.  
  • Sample raw materials according to current procedures for conformity with specifications and approve or reject accordingly.  
  • Oversee and assist in segregating and investigating non-confirming materials as required.  
  • Ensure quarantined materials are labeled and segregated from incoming raw materials until disposition is approved.  
  • Reviews and approves product documentation for disposition of finished goods.  
  • Provide backup support for final product release, non-conformance reports and other QA functions as required.  
  • Perform other functions and duties as required 

 The skills and experience that you will bring: 

  • BS degree or equivalent in a scientific discipline preferred.  
  • Quality professional with 1-3 years of hands on experience.  
  • Knowledge and experience working in ISO9001, ISO13485 or 21CFR210/211 preferred.  
  • Detail oriented professional with strong verbal and written communication skills.  
  • Good computer skills with working knowledge of MS office suite and Adobe Acrobat.  
  • Self-motivated and able to organize and prioritize multiple tasks.  

The anticipated salary range for this position is $20 - $25. The salary offer will depend on multiple factors which may include the successful candidate's skills, experience and other qualifications, as well as the location of the role. 

#LI-Onsite

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