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 .

Software engineer

Stickermule · Remote

About Sticker Mule

Sticker Mule is building the Internet's most lucrative commerce platform. We are privately-owned, which means no meddlesome investors, with 9-figures in annual revenue . Our commerce platform (Stores) is evolving quickly and we want your help to innovate faster.

We offer

  1. Remote work with flexible schedules

  2. A privately owned, low-stress culture

  3. A fun "no bullshit" work environment

  4. Great compensation with rising wages.

Compensation and benefits

  1. Salary: $145K

  2. $20,000 signing bonus

  3. 4 weeks vacation + holidays based on your country of residence

Requirements

  1. Go

  2. GraphQL

  3. Postgres

  4. Redis

  5. Docker

  6. Kubernetes

  7. Google Cloud Platform

  8. Excellent communication skills (English)

  9. Degree in Computer Science or equivalent practical experience

  10. Familiarity with Typescript

  11. Availability to travel to our factory in Italy a few times a year

What you will work on

You'll help us develop our new Stores platform that already helped sellers earn nearly $200,000 while in beta. Stores is supported by a suite of tools that help anyone succeed online including Give (our giveaway platform), Ship (our shipping platform, Notify (our forthcoming email/sms marketing platform), and more coming soon.

We have an incredible roadmap and need your help to execute it quickly.