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 .

Advancing Bases

Mlbfellowship · Various

Advancing Bases

Wednesday, December 11, 2024 (4 PM to 8 PM CT) to Thursday, December 12, 2024 (8 AM to 12 PM CT)

Hilton Anatole 

RSVP - https://advancingbases2024.eventbrite.com

Major League Baseball is proud to present Advancing Bases December 11-12, 2024, the second edition of this two-day event which debuted last year at the 2023 Baseball Winter Meetings in Nashville, TN to provide a platform for diverse talent across the spectrum of baseball operations to receive continuing education and engagement with Club and League personnel through panels, breakout sessions, and professional development workshops.  Building on the success of the Take the Field program which serves women looking to build careers in baseball, Advancing Bases is meant to provide similar programming and opportunities to diverse individuals. The program will feature topic areas such as baseball operations, baseball analytics, scouting, player development, coaching, and research and development in addition to discussions regarding leadership, growth, and advancing your career in baseball.  Club and League personnel will be involved as discussion facilitators to share their insight and perspective with candidates, providing constructive advice to further assist their growth in the game.   

Major League Baseball will be reaching out to all 30 MLB Clubs for the nomination of baseball operations employees to participate as full participants and as mentors during the event.  Interested candidates currently not working for an MLB organization can apply to be selected. Applicants are encouraged to apply as soon as possible to be considered and selected prior to the start of the Baseball Winter Meetings.