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 Software Engineer - API

Veo · Berlin

Veo is a global leader in AI-based sports camera technology. Our innovative, fully automatic camera solution enables sports teams to record matches and training sessions without a camera operator. We’re democratizing the world of sports by granting video analysis for teams on all levels—a privilege that used to be only for the few. More than 40,000 clubs in 90+ countries record their games every week.

But what truly sets us apart? Our people. We’re a diverse group of innovative thinkers, creators, and problem-solvers who believe in delivering an incredible product—and having fun while doing it.


The Opportunity

As a Senior Software Engineer (API) at Veo, you’ll join a newly established team focused on building and evolving our API capabilities. You’ll be among the first engineers shaping this area, playing a key role in laying the technical foundations that allow external partners to integrate with Veo’s platform in a reliable and scalable way.

You’ll report to an Engineering Manager and will be based in our Berlin office, working closely with other engineers and a Technical Product Manager. Together, you’ll design and build backend systems and APIs that sit at the core of Veo’s platform, making thoughtful architectural decisions and contributing to a product area that is important to how Veo grows and connects with the wider sports ecosystem.

Veo is a global leader in AI-based sports camera technology. Our innovative, fully automatic camera solution enables sports teams to record matches and training sessions without a camera operator. We’re democratizing the world of sports by granting video analysis for teams on all levels—a privilege that used to be only for the few. More than 40,000 clubs in 90+ countries record their games every week.

But what truly sets us apart? Our people. We’re a diverse group of innovative thinkers, creators, and problem-solvers who believe in delivering an incredible product—and having fun while doing it.


The Opportunity

As a Senior Software Engineer (API) at Veo, you’ll join a newly established team focused on building and evolving our API capabilities. You’ll be among the first engineers shaping this area, playing a key role in laying the technical foundations that allow external partners to integrate with Veo’s platform in a reliable and scalable way.

You’ll report to an Engineering Manager and will be based in our Berlin office, working closely with other engineers and a Technical Product Manager. Together, you’ll design and build backend systems and APIs that sit at the core of Veo’s platform, making thoughtful architectural decisions and contributing to a product area that is important to how Veo grows and connects with the wider sports ecosystem.

Values we hold at Veo:

Dare - We take initiative, stay curious, and challenge the status quo in our work. 
Own it - We drive impact by identifying opportunities, taking responsibility, and confidently executing. 
Level up - We embrace growth, continuously learning and shaping our skills. 
Play as a team - We collaborate across a diverse organization, leveraging shared insights for stronger outcomes. 
Customer Centric - We deliver value by having close partnerships and a deep understanding of our customers (internally and externally)

We value diversity and inclusion and welcome applicants from all backgrounds, even if your experience doesn’t completely match every qualification listed. What matters most is your creativity, potential, and ability to contribute meaningfully.