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

Soxton · United States

About Soxton:
Join Soxton as our Founding Engineer and play a pivotal role in shaping the foundation of our company. As part of a lean, high-energy startup team, you’ll have the opportunity to build exceptional products from the ground up, drive decisions, and make a lasting impact.

  • Must-Haves:

    • Full-stack engineering experience

    • At least three years of professional experience

    • Demonstrated ability to ship products quickly

    • Capable of relentless execution and adapting to rapid change

    • Comfortable with the pace and challenges of an early-stage startup

    • Willingness to wear multiple hats, including design work and direct customer interactions

    • Strong product sensibilities and an eye for user experience

    • Based in the United States

    Nice-to-Haves:

    • Deep expertise in JavaScript frameworks, especially Next.js

    • "Zero-to-one" experience: prior role as a founding engineer, co-founder, or founder

    • Computer science degree from a reputable technical university

    • Experience writing the first lines of code for a new product or application

    Who You Are:

    • Scrappy and driven: thrive in fast-paced, dynamic environments

    • Velocity-oriented: passionate about rapid development and execution

    • Energetic and adaptable: quick to respond to challenges and new information

    • Highly collaborative: able to work cross-functionally, including with non-technical teams

    • Resourceful and independent: excited by the opportunity to operate within a lean team with limited resources

    • Relentless: willing to go above and beyond—no project is too big or too small

    If you’re ready to take on a high-impact role with broad responsibility and help define the trajectory of a growing company, we want to hear from you!