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 Frontend Engineer

Netdata Inc. · Remote job

Netdata is looking for a talented Senior Frontend Engineer to join our distributed (remote) engineering team.

As a Senior Frontend Engineer at Netdata, you will need to be passionate about web technology, declarative/reactive programming paradigms, testable code and extreme performance. You will live and breathe within the Chrome/Firefox/Safari Developer/React Tools and make sure we deliver a world-class experience to the millions of people using our product on a daily basis.

 

Responsibilities

  • Use modern Web technologies and frameworks to develop our frontend platform, components and libraries. At Netdata we use React with Recoil

  • Write testable, documented code that is highly maintainable

  • Develop for maximum performance, compatibility and a world-class user experience, across devices and form-factors.

  • Collaborate with UX/UI designers to improve usability and accessibility

  • Automate repetitive tasks when possible

  • Stay up-to-date on emerging technologies and frameworks

Why join Netdata

  • We are a team of industry veterans and senior engineers that prioritize performance and ease of use over anything else.

  • We embrace remote work and great work-life balance.

  • We are solving hard problems that affect thousands of organisations worldwide.

  • We are deeply committed to Open Source and love our community.

  • We deeply care about system performance.

When you join Netdata, you can expect

  • A competitive salary.

  • A generous stock plan.

  • To join a venture-backed startup working with some of the most sophisticated investors of Silicon Valley.

  • To be part of our world-class team and interact with an amazing community.

  • To see first-hand how to grow and succeed in an engineering-first, open source-based company.

  • To find a culture that rewards doers.

Netdata is an Equal Opportunity Employer. We are committed to providing an inclusive work environment free of discrimination and harassment for everyone, regardless of race, colour, religion, national or ethnic origin, sex, age, sexual orientation, gender identity, disability, marital status, military service or other non-merit factor.