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 .

AI Innovation Internship

Fundwell · New York, NY

Build. Compete. Win $25,000.

Duration: June – August 2025 (3 months)

Fundwell is a financial technology platform revolutionizing the way businesses access capital. Traditional business financing often involves complex processes, hidden fees, and lengthy approval times. We're changing that and fast. Leveraging our proprietary technology, deep industry expertise, and ethical-first approach, we deliver quick, transparent, and tailored funding solutions to small and medium-sized businesses nationwide. Today, our platform is expanding beyond financing into receivables, payables, and embedded payments, giving businesses greater control over their cash flow.

What You'll Be Working On

We're accepting five interns, you'll be handed a real problem, a real budget, and the autonomy to solve it. We are hosting a 3 month long hackathon for interns to build something that can change the trajectory of Fundwell. Then we judge it, and someone will walk away with $25,000.

Your project will be scoped to your strengths and Fundwell's highest-leverage opportunities at the time. That means building AI-powered tools, automation workflows, and intelligent systems that create measurable impact across the business — from how we attract customers to how we build products.

Whatever your track, the expectation is the same: identify the opportunity, build the solution, demo your progress, and show results. We'll give you the resources. The rest is on you.

The Program

From day one, you're building toward a final presentation to a panel of judges that includes our executive leadership. Throughout the summer, you'll run regular demos to show your progress and iterate based on feedback. At the end, the intern with the best results — measured by real impact, creativity, and execution.

Prizes:

  • 1st Place: $25,000 grand prize

  • 2nd Place: An all-expenses-paid trip for you and your friends**

Who We're Looking For

You're a student with a genuine obsession with AI and automation. You don't wait for permission to build things. You've probably already shipped something on your own, even if it's small.

You should apply if:

  • You're comfortable working with LLMs, APIs, MCP and automation tools

  • You thrive with open-ended problems and minimal hand-holding

  • You want real ownership, not busywork

  • You're genuinely competitive and the idea of a $25K prize makes you sharpen up

  • You have a background in CS, engineering, data science, or a related technical field is preferred, but we care more about what you've built than your major.

What’s in it for You

  • $20–25/hour base compensation

  • Latest-Gen Mac Mini workstation

  • Virtual spend card loaded with AI credits (Anthropic, OpenAI, and more)

  • A sandboxed environment to build freely — no red tape, no production risk

  • Direct access to Fundwell's leadership team

  • College credit coordination available upon request

  • A résumé line that actually means something