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 .

Team Member, Nights - Brookhaven, MS

Mathesongas · Brookhaven, MS, US

JOB SUMMARY Matheson specializes in the manufacture and distribution of dry ice and liquid carbon dioxide. The company is also the nation's largest distributor of dry ice blasting equipment. Matheson maintains a reliable network of 40 dry ice distribution facilities located strategically throughout its service area. This integrated distribution network ensures that Matheson can quickly react to customers' needs. MANUFACTURING TEAM MEMBER Matheson is looking for a Team Member for our manufacturing plant in Brookhaven, MS. Our Team Members are responsible for providing support to achieve optimal levels of productivity, quality, and safety. This position is a 12 hour shift from 7 p.m. to 7 a.m., working every other weekend and scheduled holidays. Starting Wage: $19.00/Hour - Packing and wrapping ice to customer specifics - Shoveling and packaging dry ice during the manufacturing process - Labeling, strapping, and staging of dry ice for loading - Cleaning and sanitizing large industrial containers - Safe forklift operation - - Will be required to move from one department to another or to be moved to and from positions/stations as directed by supervisor and leads.
MARKETING SUMMARY
JOB FUNCTIONS This Job is Essential
Essential Functions Essential Function Able to frequently/continually lift 30lbs while twisting, reaching and bending Able to stand for a 12-hour shift in non-climate-controlled environment Demonstrated ability to work on a team Attention to detail with a focus on quality
Required for All Jobs Performs other duties as assigned Complies with all policies and standards