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 .

CMP Equipment Engineer

Qualcomm · Singapore, Central Singapore, Singapore

Bachelor's degree in Computer Science, Electrical/Electronics Engineering, Engineering, or related field. 1. Drive/contribute in cost reduction, weed out unwarranted expenses/wastages and improve equipment performance. 2. Drive/contribute in equipment fault investigations and continuous improvement programs to resolve chronic equipment issues, and institute permanent resolutions to assure product quality and enhance process robustness. 3. Enforce on equipment maintenance controls and execution to conform to work instructions and procedures. Apply hands-on and with deep involvement at work. 4. Guide and train technicians in equipment problem solving and analysis to build up their technical competencies and achieve self-sustenance. 5. Provide effective equipment trainings to the technicians to build up their technical and skill competencies. 6. Ensure non-conformance is dealt with in a proper and effective manner. 7. Take accountability of work and possesses strong sense of responsibility and team work. 8. Manage and control spare parts availability and costs. 9. Manage vendor services and supports and ensuring compliance with factory protocol. 10. Establish, review and perform regular update of PM procedures, Risks Assessments and Troubleshooting guidelines. 11. Create technical specification for new and transferred equipment. 12. Execute the equipment move-in, installation, set up and buy-off, meeting set timelines. 13. Compliance with CSR, EHS, QM, ESD, 5S standard and cleanroom protocol. 1. Minimum Bachelor's degree in Electronic or Electrical /Mechanical Engineering or equivalent. 2. 3. Possess strong technical competencies in his field of study. 4. 5. Able to work under pressure and with strong commitment at work. 6. Experience with computer systems and proficient with software applications such as MS Power Point, Excel and Word.