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 .

Staff Software Engineer (Full Stack)

Straighterline · Remote

At StraighterLine we are on a mission to help students succeed! About Us StraighterLine is the leading provider of high-quality, affordable, online courses that help learners earn college credit and meet their professional goals. Each year, 150,000 learners take one of StraighterLine’s 215 courses to upskill into new careers or earn credit from over 2,000 colleges and universities worldwide. StraighterLine works with institutions and corporate partners to provide their students and employees with flexible education options that allow them to work and learn at their own pace. Visit www.straighterline.com for more information. Within our Early Childhood Education division, ProSolutions Training and the ChildCare Education Institute are the market leaders in early childhood training and certifications, trusted by educators nationwide as they pursue professional development and career growth. To continue supporting this scale and to prepare for future growth, we are modernizing the platforms that power these learning experiences. As a Full-Stack Software Engineer, you will report to and work closely with the Director of Engineering for the Early Childhood Education division. You will contribute directly to the next generation of our training and certification systems by building modern, scalable services and applications using React/Next.js, TypeScript, Node.js, GraphQL, and AWS. You will also help maintain and stabilize existing legacy systems during the transition to new architectures. You will join a small, high-impact engineering team that collaborates with product managers, designers, QA, and offshore development partners. The environment values ownership, clear communication, thoughtful architecture, and continuous improvement. This role is ideal for someone who enjoys solving complex technical challenges, contributing to modernization efforts, and building systems that have a meaningful impact on early childhood educators across the United States.