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 .

Quality Engineer

Zimmer Biomet · Bangalore, Karnataka

What You Can Expect

Responsible for assuring products conform to established requirements and standards through appropriate audit, inspection, and test activities. Interacts with many different functional departments, suppliers, and experts outside Zimmer Biomet to implement Zimmer Biomet Quality goals.
 
 
Work Location: Bangalore
Work Mode: Hybrid (3 Days in office)

How You'll Create Impact

  • Formulates procedures, specifications, and standards for Zimmer products and processes.
  • Develops and implements corrective/preventative action plans.
  • Collects and analyzes data for gauge and product evaluation.
  • Identifies critical personnel, gauges, procedures, and materials needed for the completion of new products.
  • Ensures that suppliers have necessary information and facilities to deliver quality products to Zimmer Biomet

What Makes You Stand Out

  • Ensure compliance with global regulations and recognized standards (e.g., FDA 21 CFR Part 820, ISO 13485, ISO 14971, EU MDR).
  • Support regulatory and quality audits and inspections (FDA, Notified Bodies, internal and customer audits)
  • Ability to deliver, meet deadlines and have results orientation.
  • Author, review and approve documentation in Quality capacity.
  • Analyze quality data to identify trends and improvement areas.
  • Support quality improvement initiatives.
  • Ensure quality planning and documentation throughout the product lifecycle
  • Proficient in blueprint reading and geometric dimensioning and tolerancing methods

Your Background

Preferred Skills

  • Support design verification and validation activities.  
  • CAPA
  • Proficient in statistical data analysis 
Education/Experience Requirements
  • B.S. in engineering
  • 2-5 year of relevant work experience.
  • Proficient use of Microsoft Office tools (Word, Excel, PowerPoint)
  • Proficient in statistical data analysis and visualization tools (e.g. Power BI)
  • Technical writing skills
  • German language skills are an advantage

Physical Requirements

Travel Expectations

0 - 10%