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 .

Legal Expert

AquSag Technologies

Experience: 3-5 years
Job Type: Full-time (Contractual / Freelancing)
Location: Remote
Required Skills: Commercial contracts, Contract redlining, Employment law, Structured finance, Pe, M&a, Saas msa, Regulatory compliance and Data privacy

Join our team as an accomplished transactional and compliance legal expert and leverage your legal expertise to help shape the next generation of legal AI. In this dynamic part-time role, you will combine your transactional and regulatory legal experience, research acumen, and analytical thinking to develop and refine AI models that transform transactional and regulatory compliance workflows. This is an outstanding opportunity for a seasoned commercial attorney eager to influence the future of tech-enabled law while working in a flexible, fully remote environment.

Key Responsibilities:

  • Produce “golden response” contracts and policies.
  • Collaborate closely with cross-functional teams to translate nuanced legal insights into actionable requirements for AI systems.
  • Oversee the quality, accuracy, and reliability of AI outputs, providing expert feedback to enhance performance.

Required Skills and Qualifications:

  • Juris Doctor (JD) degree from an ABA-accredited institution, with active bar admission in at least one U.S. jurisdiction.
  • Minimum of 3 years of transactional or compliance legal experience, demonstrating expertise in template-intensive transactional and compliance workflows.
  • Advanced proficiency in regulatory compliance, contract drafting and negotiation, and corporate law.
  • Outstanding written and verbal communication skills with meticulous attention to detail.
  • Demonstrated ability to work collaboratively and manage projects in remote, digital-first legal environments.

Preferred Qualifications:

  • Law Review or Journal editorial experience, including cite-checking and legal publication review.
  • Experience in contract redlining, vendor vetting, commercial transactions (private equity, structured finance), employment law, data privacy law, or multi-jurisdictional compliance programs.