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 .

General Application

Vitvio · Remote

About VitVio

VitVio is building AI-powered tools to simplify and streamline operating room workflows, so surgical teams can focus on what really matters—patient care. Our platform uses computer vision and context-aware AI to understand actions happening in the OR in real time. From automatically logging surgical stages to coordinating team readiness, we take on the administrative load so clinical staff don’t have to.

We’re a growing team of engineers, clinicians, and designers working closely with top hospitals across the US and Europe. Backed by top investors—and built by a team with experience founding and scaling leading companies in adjacent industries—we’re best positioned to lead in what we believe is healthcare’s next biggest paradigm shift.

About the Opportunity

If you’re interested in joining VitVio but don’t see a specific role that fits your background, submit your application here. We’re always eager to connect with talented individuals who can help us shape the future of healthcare.

This role is remote and can be executed globally — we prioritize talent over everything else.

About You

We’re looking for people who care deeply about the impact of their work—people who want to be part of something bigger than themselves. At VitVio, we need teammates who take initiative, adapt quickly, and bring creativity and drive to everything they do. It’s not about clocking hours; it’s about showing up with purpose and passion. If you're someone who believes technology can make a real difference in people’s lives and you're ready to build alongside a team that challenges and supports each other, you’ll feel right at home here.

A role with us may require occasional onsite visits to hospitals in the US and Europe to directly engage with healthcare professionals and ensure our solutions meet their needs.

Benefits

📈 Early-Stage Equity

💰 Competitive salary

💻 Company laptop along with tools you need to succeed

🧠 Learning & development budget

🎉 Offsites and team-building events (last one was in Sorrento, Italy!)

🌴 Flexible PTO

Hiring Process

  1. Review: Submit your application

  2. First Call (30 min): A call with one of our team members to talk through your current/past experience, your motivations and tell you more about VitVio.

  3. In-Depth Interviews (2x60 min): This is where we get technical and see what it would be like to work on challenging problems together. At this stage we’ll also ask to speak to your references.

  4. Meet with our CEO (30 min): You’ll speak to our CEO to see if the magic is there.

  5. Offer