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 Engineering Consultant

Netlight · Toronto

Be a foundational part of Netlight’s North American story.

About Netlight
Netlight is an award-winning tech consulting firm dedicated to transforming the world's most ambitious digital companies. We believe that lasting impact comes from shared expertise, which is why we've built a culture where our 2,000+ consultants actively collaborate, learn from one another, and grow together. Every Netlighter benefits from personalized mentorship, dedicated coaching, and access to our collective knowledge. We've created a network where trust, accountability, and diverse perspectives thrive, where challenging work fuels both professional development and meaningful relationships. Our success isn't just measured in client outcomes, but in how we grow as individuals and as a firm. At Netlight, personal growth and organizational growth are inseparable. Every consultant shapes our culture and, in turn, is shaped by it.

About the Role
As a Software Engineering Consultant at Netlight, you will join a collaborative, ambitious, and mutually supportive environment where you define your own journey. You’ll partner with industry-leading clients to solve real business challenges, tackle a variety of technical domains, and grow alongside a brand-new Toronto team.
Be a foundational part of Netlight’s North American story.

About Netlight
Netlight is an award-winning tech consulting firm dedicated to transforming the world's most ambitious digital companies. We believe that lasting impact comes from shared expertise, which is why we've built a culture where our 2,000+ consultants actively collaborate, learn from one another, and grow together. Every Netlighter benefits from personalized mentorship, dedicated coaching, and access to our collective knowledge. We've created a network where trust, accountability, and diverse perspectives thrive, where challenging work fuels both professional development and meaningful relationships. Our success isn't just measured in client outcomes, but in how we grow as individuals and as a firm. At Netlight, personal growth and organizational growth are inseparable. Every consultant shapes our culture and, in turn, is shaped by it.

About the Role
As a Software Engineering Consultant at Netlight, you will join a collaborative, ambitious, and mutually supportive environment where you define your own journey. You’ll partner with industry-leading clients to solve real business challenges, tackle a variety of technical domains, and grow alongside a brand-new Toronto team.
Application
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