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 .

Vice President of Finance

Citcon · US

Founded in 2015, Citcon’s fintech platform enables seamless global commerce at-scale by connecting the world’s businesses with more than 100+ mobile wallets, local and alternative payment methods. Citcon is one of the fastest-growing payment platforms and services some of the world’s biggest brands, safely and securely processing billions of dollars of transactions for merchants worldwide.  Citcon is backed by leading global investors, Norwest Venture Partners, Cota Capital, Sierra Ventures, EastWest Bank, and Sonae IM.   The company has five regional offices in the US, Canada, Europe and Asia to service its global clientele. Learn more at https://www.citcon.com. The Vice President of Finance is a critical hire for Citcon. As a key member of the leadership team, this executive will partner effectively with the CEO, the Board, and the rest of the executive team to plan, forecast, manage and report on the company’s growth and operations. The VP of Finance will lead and manage all core areas of finance (strategic financial planning, accounting, tax, audit, purchasing) as well as determine our investment strategy in partners, vendors, and outsourcing resources, manage our cash flow and capital expenditures, navigate the challenges of managing international subsidiaries and operations and identify alternative distribution cost channels, develop reporting and our financial business systems, and pursue fundraising and financial relationships. Due to the multifaceted nature of Citcon’s business model, the VP of Finance will need to be prepared to tackle diverse challenges.  As the first hire in finance, this position will have a profound impact on the future of Citcon at a defining moment in the evolution of the company. The VP of Finance will be a strategic contributor to company direction and growth. S/he will need to have demonstrated success thinking strategically about building a financial plan from the ground up.