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 OSS Developer — Python (Remote)

Httpie · Prague

What you’ll do

  • Drive the development of our open-source tools like httpie/httpie (50K+ stars on GitHub)

  • Implement features with uncompromising simplicity and top-notch user experience

  • Write high-quality documentation, blog posts, and other technical content

  • Respond to GitHub issues and pull requests

  • Manage releases on various channels (PyPi, Homebrew, Linux, Windows, …)

  • Contribute code and ideas to the overall platform

  • Respond to questions on StackOverflow and Discord

You’ll be a great addition to the team if you have

  • At least 5 years of software engineering and Python experience

  • Demonstrated ability to lead the development of an open-source project

  • Excellent English and technical writing skills

  • Solid understanding of HTTP and modern APIs

  • Passion for developer tools and sense for what makes them amazing

  • Passion for simplicity and delightful user experience

  • Good sense for when to choose a robust vs. minimal solution to move fast

  • Ability to comfortably navigate the ladder of abstraction

  • Eagerness to learn and share

Bonus points

  • Experience with Rust or Go

  • Experience building a technology product

  • Early-stage startup experience

  • History of side projects

  • Entrepreneurial spirit

What we offer

  • Competitive salary and equity

  • MacBook Pro, 5K display, and accessories

  • Company-paid co-working space

  • Work remotely