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 .

Senior Software Engineer

Meetsmore · Tokyo, JP

About the position We primarily code in TypeScript, with React on the frontend, and Nest.js and Prisma on the backend.You’ll have the opportunity to take on problems that are technically challenging, like improving matching algorithms.As we’re supporters of open source, while you develop, you’ll make PRs to the open source projects that you use, as part of your normal workflow. Requirements 7+ years of professional experience, with 2+ years at a single company Experience working at a product-focused company. Sorry, if you’ve only worked at a consulting company that builds tech products for other companies, it’s not going to be a good fit. Experience communicating with non-engineers, especially communicating with biz/ops team members. TypeScript, React, and Node.js experience. Experience with automated testing. Conversational-level Japanese (equivalent to JLPT N3) Nice to haves While not specifically required, tell us if you have any of the following. Development and operation using containers (e.g. Docker) Cloud infrastructure experience (e.g. AWS or GCP) Machine learning or recommendation engines Performance measurement and bottleneck investigation Business-level Japanese (equivalent to JLPT N1) Hiring Process Casual chat A 30-minute casual chat with a MeetsMore engineer to tell you more about us and give you the opportunity to ask questions. Coding interview A 1-hour coding interview, this will be done in TypeScript and is a real-world scenario, not a LeetCode style problem, we want this stage to be as realistic as possible so using Google and Stack Overflow etc. is fine. System architecture and design A 1-hour casual chat with another engineer where you’ll discuss system architecture and design. A chat with the CTO A 1-hour casual chat with Fumi-san, our CTO.