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 .

Cohesity Gives Back

Cohesity · United States

Cohesity Gives Back

At Cohesity, we believe that we go further together. We’re committed to supporting others – at work and in our communities.

Be the change you wish to see

We are innovators, strategists, and philanthropists who make an impact in the world by donating money, products, and time.

Our vision

We believe Cohesity has a long-term responsibility to maximize value for our communities, the environment and our stakeholders—including employees, customers, and investors. This responsibility drives us to make ethical decisions in everything that we do.

Spreading goodness in the workplace

Cohesity invites employees to individually and collectively come together to do good through volunteering and donating to causes they care about. Employees are encouraged to fully leverage the company’s annual five days off to volunteer (VTO) program. They’re also welcome to join the Giving Belonging Community to meet other Cohesity employees passionate about giving back.

Cohesity Gives Back, in action

Bangalore, India

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Bangalore, India

Cohesity employees in Bangalore volunteered to roll up their sleeves and give back to the local community.

Georgia, USA

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Georgia, USA

Cohesity employees team up while volunteering at the Atlanta Community Food Bank.

Georgia, USA

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Georgia, USA

Cohesity employees team up while volunteering at the Atlanta Community Food Bank.

Pune, India

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Pune, India

Packing donations from our Diwali Drive to build a culture of reuse and recycling.

California, USA

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California, USA

Packing meals and spreading smiles! San Jose-based employees spent an afternoon volunteering at Second Harvest of Silicon Valley.

Texas, USA

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Texas, USA

Austin-based employees spent the morning volunteering together and preparing 860 meals volunteering with at the Central Texas Food Bank.

California, USA

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California, USA

HQ employees spent the afternoon sorting and packing food to support Second Harvest of Silicon Valley.

California, USA

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California, USA

Packing meals and spreading smiles! San Jose based employees spent an afternoon volunteering at Second Harvest of Silicon Valley.

Bangalore, India

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Bangalore, India

Cohesity employees in Bangalore volunteered to roll up their sleeves and give back to the local community.

California, USA

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California, USA

HQ employees spent the afternoon sorting and packing food to support Second Harvest of Silicon Valley.

California, USA

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California, USA

San Jose-based employees teamed up to help nourish the local community with Second Harvest of Silicon Valley.

California, USA

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California, USA

Packing meals and spreading smiles! San Jose based employees spent an afternoon volunteering at Second Harvest of Silicon Valley.

Cork, Ireland

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Cork, Ireland

Employees spend a day at Breakthrough Cancer Research Headquarters in Cork. Together they did some weeding, planting and cleaned up the exterior of the building!

Pune, India

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