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 .

Test Analyst

Ttcglobal · Cincinnati, Ohio, United States

Position Title: Test Analyst (Onsite – Contract) 
Location: Cincinnati, OH & Kentucky 
Contract Type: Contract 
Start Date: Aug-November 2025 

 

Position Summary: 
The primary role of the Test Analyst is to support comprehensive testing efforts by executing functional, system, and integration testing across a variety of applications. This role requires strong analytical skills, attention to detail, and a collaborative mindset. The Test Analyst will work closely with cross-functional teams to validate business requirements and ensure the delivery of high-quality solutions. This is a client-facing, onsite position requiring regular presence at locations in Cincinnati, OH and Kentucky. 

 

Job Responsibilities: 

  • Review and analyze business and technical requirements to design appropriate test plans and test cases 
  • Execute manual and/or automated test cases and report on results 
  • Identify, document, and manage defects through resolution 
  • Coordinate with developers, project managers, and business stakeholders to clarify requirements and support defect resolution 
  • Support user acceptance testing (UAT) and provide detailed feedback 
  • Document testing processes and maintain relevant QA documentation 
  • Ensure compliance with established testing standards and best practices 
  • Provide regular updates on testing status, risks, and issues 
  • Work onsite at client locations in both Cincinnati and Kentucky as required 
  • Other duties as assigned 

 

Role Requirements: 

  • Proven experience in software testing, including functional, system, regression, and UAT 
  • Ability to understand and translate business requirements into test cases