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 .

Founding Engineer ($3M pre-seed)

Clera · Denver

We're building the future of recruiting with AI – and we need an exceptional engineer to join our founding team in our San Francisco hackerhouse.

We just raised a $3M pre-seed from top-tier investors and are looking for someone to be one of our first engineering hires. This is the real deal: meaningful equity, direct impact on product direction, and the chance to build something massive in a $600B industry ripe for disruption.

What We're Building:

Clera is reimagining how top talent finds their dream jobs. We're already working with leading VC-backed startups like Mintlify, Luminai, and Windsurf – automating the entire headhunting process end-to-end with AI agents.

Thousands of talents engage with Clera every week. We've helped many land roles at companies they're genuinely excited about. Traditional recruiting is broken – we're fixing it with AI-first automation that delivers better outcomes for both candidates and companies.

We're at the perfect inflection point: early enough that you'll have massive ownership and impact, but far enough that we have a working product, paying customers, and strong traction.

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You'll be engineer #4 on the founding team, working directly with our CTO and the other founding engineers. You'll ship features to production daily and own entire product areas from concept to deployment.

We're building fully agentic systems that automate complex workflows. It's technically challenging, fast-paced, and high-impact.

Your Experience:

  • Very strong software engineering background: Experience in TypeScript and React

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Who You Are:

  • Take full ownership of projects, from concept to deployment and do whatever it takes to get the job done.

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Tech Stack: TypeScript, React, Cursor, Supabase, Prisma, Typesense, LLM APIs, Trigger.dev

The SF Hackerhouse Setup:

We're living and building together in SF. Zero commute, 10× faster feedback loops, constant collaboration.

It's intense, but it's also incredibly productive and fun. You'll be surrounded by A-players who are all-in on building something great.

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  • Join before we scale 10-100×

  • We can support with visa processes

Compensation: Competitive salary + significant equity

If you're the kind of engineer who wants to build fast, own outcomes, and create something that matters – let's talk.