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 .

Frontend-Leaning Fullstack Engineer

Applytosuno · New York

🚀  What We’re Looking For

You will be part of a close-knit founding team.  This is a rare opportunity where you’ll get to help shape the tech and culture of our growing team.  You’ll work hand in hand with our CEO, CTO and 4-5 other engineers to work on everything from product to development to testing.  You should feel at home on the frontend and be able to find your way around backend code as required.  Ultimately, you’ll be expected to jump around the stack with a can-do attitude if necessary.

Your First 90 Days

… will be a whirlwind.  Largely unstructured, you’ll bounce between defining product workflows, coding it up, and furiously shipping to production.  The first 90 days will likely not see live customers using the product, so ship quickly, and break things!  But seriously, we will want to put in place impeccable testing practices for when we do go live circa month 6.

What Gets Us Excited

* Early stage startup experience and proven ability to thrive in a fast-paced, continuously evolving environment
* You are unfazed by ambiguous, open-ended problems
* An uncanny ability to unblock yourself - you’re a resourceful problem solver that can break through barriers without needing oversight
* Ability to communicate complex ideas succinctly
* Demonstrated success building fast, efficient solutions to complex problems
* Ability to think through short-term vs. long-term needs and trade-offs
* Enjoy testing prototypes to validate assumptions
* Experience with React / Typescript / Rest APIs / Redux
* Nice to have: Postgres / AWS / Docker

Why You May Love Us

* Dynamic, fun environment with a highly talented team
* Early-stage startup experience
* An NYC Office where we can collaborate and hang out.  No requirement for in-office days.
* No bureaucracy environment.  We do what is best for our customers & the company.
* Series A salary with Seed stage Equity.  ‘Nuff said.
* Fully covered medical, dental, vision for you
* Flexible vacation

What To Expect

1. Intro call with CTO (30-45 min) - Let’s learn about each other
2. 1-2 live technical sessions (45-60 min each)
3. Call with CEO (45 min) - Ask us anything
4. References + Offer
5. Profit.

💫  About Us

Suno is a healthcare technology company based in New York City with a mission to enable 37 million+ Americans suffering from hearing issues to access medical treatment with ease and at affordable prices. Suno aims to do this by building intuitive end-to-end software for Audiology clinics which will help optimize their operations, decrease costs, and ultimately improve patient outcomes.